TORTINI

For your delectation and delight, desultory dicta on the law of delicts.

The Reference Manual’s Chapter on Expert Witness Testimony Admissibility – Part One

February 23rd, 2026

With the retraction of the climate science chapter, The Reference Manual on Scientific Evidence is now one chapter shorter, at least in the Federal Judicial Center’s version. At the time of this writing, for curious souls, the National Academies version is still sporting the climate advocacy chapter. Even without the climate chapter, the Manual is over 1,000 pages, and more than a casual weekend read. Many judges, finding this tome on their desks, will read individual subject matter chapters pro re nata. The first chapter in the Manual, however, is about the law, not science, and might be the starting place for the ordinary work-a-day judge. As in past editions of the Manual, the new edition has a chapter on the The Admissibility of Expert Testimony. In the first, second, and third editions, this chapter was written by Professor Margaret Berger. In the fourth edition, the chapter on the law was written by law professors Liesa Richter and Daniel Capra. To understand and evaluate the most recent iteration, the reader should have some sense of what has gone before.

Previous Chapters on Admissibility of Expert Witness Testimony

Professor Berger’s past chapters had been idiosyncratic productions.[1] Berger was an evidence law scholar, who wrote often about expert witness admissibility issues.[2] She was also known for her antic proposals, such as calling for abandoning the element of causation in products liability cases.[3] As an outspoken ideological opponent of expert witness gatekeeping, Berger was a strange choice to write the law chapter of the Manual.[4] Berger’s chapters in the first through the third editions made her opposition to gatekeeping obvious, and this hostility may have been responsible for some of the judicial resistance to applying the clear language of Rule 702, even after its 2000 revision.

Berger was not only a law professor; she was at the center of ideological and financially conflicted groups that worked to undermine the application of Rule 702 in health effects cases. One of the key players in this concerted action was David Michaels. Currently, Michaels teaches epidemiology at the George Washington University Milken Institute School of Public Health. He is a card-carrying member of the Collegium Ramazzini, an organization that has participated in efforts to corrupt state and federal judges by funding ex parte conferences with lawsuit industry expert witnesses.[5] Michaels is the author of two books, both highly anti-manufacturing industry, and biased in favor of the lawsuit industry.[6] Both books are provocatively titled anti-industry diatribes, which have little scholarly value, but are used regularly by plaintiffs counsel solely to smear corporate defendants and defense expert witnesses. Most clear-eyed trial judges have quashed these efforts on various grounds, including Rule 703, because the books are not the sort of material upon which scientists would reasonably rely.[7]

In 2002, David Michaels created an anti-Daubert advocacy organization, the Project on Scientific Knowledge and Public Policy (SKAPP), from money siphoned from the plaintiffs’ common-benefit fund in MDL 926 (silicone gel breast implant litigation).[8] Michaels lavished some of the misdirected money to prepare and publish an anti-Daubert pamphlet for SKAPP, in 2003.[9] In this anti-Daubert publications, and many others sponsored by SKAPP, Michaels and the SKAPP grantees typically acknowledged the source of SKAPP funding obliquely to hide that it was nothing more than plaintiffs counsels’ walking around money:

“I am also grateful for the support SKAPP has received from the Common Benefit Trust, a fund established pursuant to a court order in the Silicone Gel Breast Implant Liability litigation.”[10]

Many credulous lawyers, judges, and legal scholars were duped into believing that SKAPP, SKAPP publications, and SKAPP-sponsored publications were supported by the Federal Judicial Center.

Michaels directed a good amount of SKAPP’s anti-Daubert funding to support Professor Berger’s efforts in organizing a series of symposia on science and the law. Several of Berger’s SKAPP conferences were held in Coronado, California, and featured a predominance of scientists who work for the lawsuit industry and are affiliated with advocacy organizations, such as the Collegium Ramazzini. The papers from one of the Coronado Conferences were published in a special issue of the American Journal of Public Health, the official journal of the American Public Health Association,[11] which has issued position papers highly critical of Rule 702 gatekeeping.[12]

The spider web of connections between SKAPP, the Collegium Ramazzini, the American Public Health Association, the Tellus Institute, the lawsuit industry,  Professor Berger, and others hostile to Rule 702 is a testament to the concerted action to undermine the Supreme Court’s decisions in the area, and the codification of those decisions in Rule 702. That Professor Berger was within this web of connections, and was writing the chapter on the admissibility of expert witness opinion testimony, in the first three editions of the Reference Manual, explains but does not justify many of the opinions contained within those chapters.

Professor David Bernstein, who has written extensively on expert witness issues, restated the situation thus:

“In 2003, the toxic tort plaintiffs’ bar used money from a fund established as part of the silicone breast implant litigation settlement to sponsor four conference in Coronado, California, that resulted in a slew of policy papers excoriating the Daubert gatekeeping requirement.”[13]

The active measures of these groups and Professor Berger explain the straight line between Berger’s symposia and the First Circuit’s decision in Milward v. Acuity Specialty Products Group, Inc.[14] Carl Cranor was one of the speakers at the Coronado Conferences, and along with Martyn Smith, another member of the Collegium Ramazzini, founded a Proposition 65 bounty-hunting organization, Council for Education on Research on Toxics (CERT). Cranor has long advocated for a loosey-goosey “weight of the evidence” approach that had been rejected by the Supreme Court in Joiner.[15] Cranor, along with Smith, unsurprisingly turned up as expert witnesses for plaintiff in Milward, in which case they reprised their weight-of-the evidence approach opinions. When Milward appealed the exclusion of Cranor and Smith, CERT filed an amicus brief, without disclosing that Cranor and Smith were founders of the organization, and that CERT funded Smith’s research through donations to his university, from CERT’s shake-down operations under Prop 65. The First Circuit’s 2011 decision in Milward resulted from a fraud on the court.

Professor Berger died in November 2010, but when the third edition of the Manual was released in 2011, it contained Berger’s chapter on the law of expert witnesses, with a citation to the Milward case, decided after her death.[16] An editorial note from an unnamed editor to her posthumous chapter suggested that

“[w]hile revising this chapter Professor Berger became ill and, tragically, passed away. We have published her last revision, with a few edits to respond to suggestions by reviewers.”

Given that Berger was an ideological opponent of expert witness gatekeeping, there can be little doubt that she would have endorsed the favorable references to Milward made after her passing, but adding them can hardly be considered non-substantive edits. Curious readers might wonder who was the editor who took such liberties of adding the chapter citations to Milward. Curious readers do not have to wonder, however, what would have happened if the incestuous relationships among Berger, SKAPP, the plaintiffs’ bar, and others had been replicated by similar efforts of manufacturing industry to influence the interpretation and application of the law. In 2008, the Supreme Court decided an important case involving constitutional aspects of punitive damages. The Court went out of its way to decline to rely upon empirical research that showed the unpredictability of punitive damage awards because it was funded in part by Exxon:

“The Court is aware of a body of literature running parallel to anecdotal reports, examining the predictability of punitive awards by conducting numerous ‘mock juries’, where different ‘jurors’ are confronted with the same hypothetical case. See, e.g., C. Sunstein, R. Hastie, J. Payne, D. Schkade, & W. Viscusi, Punitive Damages: How Juries Decide (2002); Schkade, Sunstein, & Kahneman, Deliberating About Dollars: The Severity Shift, 100 Colum. L.Rev. 1139 (2000); Hastie, Schkade, & Payne, Juror Judgments in Civil Cases: Effects of Plaintiff’s Requests and Plaintiff’s Identity on Punitive Damage Awards, 23 Law & Hum. Behav. 445 (1999); Sunstein, Kahneman, & Schkade, Assessing Punitive Damages (with Notes on Cognition and Valuation in Law), 107 Yale L.J. 2071 (1998). Because this research was funded in part by Exxon, we decline to rely on it.”[17]

Unlike the situation with SKAPP, David Michaels, the plaintiffs’ bar, and Professor Berger, the studies sponsored in part by Exxon had disclosed their funding clearly. Those studies involved outstanding scientists whose integrity were unquestionable, and for its trouble, Exxon was rewarded with gratuitous shaming from Justice Souter. The anti-Daubert papers sponsored by the plaintiffs’ bar through SKAPP, and Professor Berger’s ideological conflicts of interest have received a free pass. This disparate treatment between conflicts of interest within manufacturing industry and those within the lawsuit industry and its advocacy group allies is a serious social, political, and legal problem. It was a problem on full display in the now-retracted climate science chapter in the Manual. In evaluating the new fourth edition’s chapter on the law of expert witness admissibility (and other chapters), we should be asking whether there are signs of undue political influence.


[1] See Schachtman, The Late Professor Berger’s Introduction to the Reference Manual on Scientific Evidence, TORTINI (Oct. 23, 2011).

[2] See generally Edward K. Cheng, Introduction: Festschrift in Honor of Margaret A. Berger, 75 BROOKLYN L. REV. 1057 (2010). 

[3] Margaret A. Berger, Eliminating General Causation: Notes towards a New Theory of Justice and Toxic Torts, 97 COLUM. L. REV. 2117 (1997).

[4] See, e.g., Margaret A. Berger & Aaron D. Twerski, “Uncertainty and Informed Choice:  Unmasking Daubert,” 104 MICH. L.  REV. 257 (2005). 

[5] In re School Asbestos Litig., 977 F.2d 764 (3d Cir. 1992). See Cathleen M. Devlin, Disqualification of Federal Judges – Third Circuit Orders District Judge James McGirr Kelly to Disqualify Himself So As To Preserve ‘The Appearance of Justice’ Under 28 U.S.C. § 455 – In re School Asbestos Litigation (1992), 38 VILL. L. REV. 1219 (1993); Bruce A. Green, May Judges Attend Privately Funded Educational Programs? Should Judicial Education Be Privatized?: Questions of Judicial Ethics and Policy, 29 FORDHAM URB. L. J. 941, 996-98 (2002).

[6] David Michael, DOUBT IS THEIR PRODUCT: HOW INDUSTRY’S WAR ON SCIENCE THREATENS YOUR HEALTH (2008); David Michaels, THE TRIUMPH OF DOUBT (2020).

[7] See In re DePuy Orthopaedics, Inc. Pinnacle Hip Implant Prods. Liab. Litig., 888 F.3d 753, 787 n.71 (5th Cir. 2018) (advising the district court to weigh carefully whether Doubt is Their Product has any legal relevance); King v. DePuy Orthopaedics, Inc., 2024 WL 6953089, at *2 (D. Ariz. July 9, 2024) (finding Michaels’ books to be legally irrelevant); Sarjeant v. Foster Wheeler LLC, 2024 WL 4658407, at *1 (N.D. Cal.Oct. 24, 2024) (ruling that Doubt Is Their Product is legally irrelevant hearsay, and not the type of material upon which an expert witness would rely to form scientific opinion). See also Evans v. Biomet, Inc., 2022 WL 3648250, at *4 (D. Alaska Feb. 1, 2022) (quashing plaintiff’s subpoena to defendant’s expert for material in connection with Doubt Is Their Product).

[8] See Ralph Klier v. Elf Atochem North America Inc., 2011 U.S. App. LEXIS 19650 (5th Cir. 2011) (holding that district court abused its discretion in distributing residual funds from class action over arsenic exposure to charities; directing that residual funds be distributed to class members with manifest personal injuries). A “common benefit” fund is commonplace in multi-district litigation of mass torts.  In such cases, federal courts may require the defendant to “hold back” a certain percentage of settlement proceeds, to pay into a fund, which is available to those plaintiffs’ counsel who did “common benefit work,” work for the benefit of all claimants.  Plaintiffs’ counsel who worked for the common benefit of all claimants may petition the MDL court for compensation or reimbursement for their work or expenses.  See, e.g., William Rubenstein, On What a ‘Common Benefit Fee’ Is, Is Not, and Should Be, CLASS ACTION ATT’Y FEE DIG. 87, 89 (Mar. 2009).  In the silicone gel breast implant litigation (MDL 926), plaintiffs’ counsel on the MDL Steering Committee undertook common benefit work in the form of developing expert witnesses for trial, and funding scientific studies.  By MDL Orders 13, and 13A, the Court set hold-back amounts of 5 or 6%, and later reduced the amount to 4%.  Id. at 94.

[9] Eula Bingham, Leslie Boden, Richard Clapp, Polly Hoppin, Sheldon Krimsky, David Michaels, David Ozonoff & Anthony Robbins, Daubert: The Most Influential Supreme Court Ruling You’ve Never Heard Of (June 2003). The authors described the publication as a publication of SKAPP, coordinated by the Tellus Institute, and funded by The Bauman Foundation, a private foundation that supports “progressive social change advocacy.” Boden, Hoppin, Michaels, and Ozonoff are fellows of the Collegium Ramazzini.

[10] David Michael, DOUBT IS THEIR PRODUCT: HOW INDUSTRY’S WAR ON SCIENCE THREATENS YOUR HEALTH 267 (2008). See Nathan Schachtman, “SKAPP A LOT,” TORTINI (April 30, 2010); “Manufacturing Certainty” TORTINI (Oct. 25, 2011); “David Michaels’ Public Relations Problem” TORTINI (Dec. 2, 2011); “Conflicted Public Interest Groups” TORTINI (Nov. 3, 2013). 

[11] 95 AM. J. PUB. HEALTH S1 (2005).

[12] See, e.g., Am. Pub. Health Assn, Threats to Public Health Science, Policy Statement 2004-11 (Nov. 9, 2004), available at https://www.apha.org/policy-and-advocacy/public-health-policy-briefs/policy-database/2014/07/02/08/52/threats-to-public-health-science

[13] David E. Bernstein & Eric G. Lasker, Defending Daubert: It’s Time to Amend Federal Rule of Evidence, 702, 57 WM. & MARY L. REV. 1, 39 (2015), available at https://scholarship.law.wm.edu/wmlr/vol57/iss1/2. See David Michaels & Neil Vidmar, Foreword, 72 LAW & CONTEMP. PROBS. i, ii (2009) (“SKAPP has convened four Coronado Conferences.”).

[14] Milward v. Acuity Specialty Products Group, Inc., 639 F.3d 11 (1st Cir. 2011), cert. denied sub nom., U.S. Steel Corp. v. Milward, 132 S. Ct. 1002 (2012).

[15] General Electric Co. v. Joiner, 522 U.S. 136, 136-37 (1997).

[16] Margaret A. Berger, The Admissibility of Expert Testimony, in National Academies of Sciences, Engineering and Medicine & Federal Judicial Center, REFERENCE MANUAL ON SCIENTIFIC EVIDENCE 11, 20 n.51, 23-24 n.61 (3rd 2011).

[17] Exxon Shipping Co. v. Baker, 554 U.S. 471, 128 S. Ct. 2605, 2626 n.17 (2008).

The First Daubert Motion

February 20th, 2026

As every school child knows, or at least every law student in the United States knows, Daubert was a Bendectin case. The plaintiff claimed that his mother’s use of Bendectin, a prescription anti-nausea medication, during pregnancy caused him to be born with a major limb reduction defect.

Filed in 1984, the Daubert case was pending, in summer 1989, before Judge Earl Ben Gilliam, in the Southern District of California. A trial date was approaching, and a deadline for motions for summary judgment. The first Daubert motion was filed in August 1989, in Daubert v. Merrell Dow Pharmaceuticals, Inc.[1] It was a motion for summary judgment, not a motion specifically to exclude plaintiffs’ expert witness’s proffered testimony.

By the time of the first Daubert motion, the plaintiff was relying upon the anticipated testimony of John Davis Palmer, M.D. For the time, John Davis Palmer was not an unlikely expert witness. Although Palmer practiced internal medicine, he had a doctorate in pharmacology. Palmer, however, had no experience studying Bendectin, and no real expertise in epidemiology. He had never designed or published an epidemiologic study, and he had never done any kind of research on Bendectin. The standard for qualifying an expert witness, even in federal court, has always been very low, and thus not an effective way to police the quality of scientific evidence.

Palmer was a rather late substitute for expert witnesses previously listed by the plaintiff. Alan Kimball Done, a pediatrician, had been the main warhorse of the Bendectin plaintiffs, but he was withdrawn by plaintiff’s counsel after he was found to have committed perjury about his academic credentials in another Bendectin case.[2]

Plaintiff also needed to drop another expert witness, William Griffith McBride, who had been a star in plaintiff’s counsel’s stable. McBride helped show the teratogenicity of thalidomide in the early 1960s,[3] and his work in the Bendectin litigation gave these dodgy cases some patina of respectability. In 1988, however, McBride was accused of fraud, for which he would eventually lose his medical license.[4] McBride also chose, rather improvidently, to sue journalists, journals, and Merrell Dow executives, for reporting his rather extensive fees, only to lose that litigation.[5] When plaintiff’s counsel withdrew McBride, plaintiff was left with only Dr. Palmer to serve as plaintiff’s sole expert witness on both general and specific causation.

At the time that the first Daubert motion was filed, manufacturer Merrell Dow had voluntarily withdrawn Bendectin from the market, without any suggestion from the FDA that this action was necessary or in the public interest. The manufacturer had also enjoyed considerable success in court. The company had tried a case that consolidated the general causation claims of over 800 plaintiffs, to a defense jury verdict, in 1985, before Chief Judge Carl Rubin, of the Southern District of Ohio.[6] Despite some isolated trial losses, the company was vindicated in three federal circuits at the time its lawyers filed the “Daubert” motion.[7] The First, Fifth, and District of Columbia Circuits of the United States Court of Appeals, had all held that the plaintiffs’ case was legally insufficient to sustain a verdict against the defendant, or that the expert testimony involved was inadmissible.

In the Daubert case, Merrell Dow Pharmaceuticals was represented by the law firm Dickson, Carlson & Campillo. The important task of drafting the motion for summary judgment landed on the desk of a first year associate, Pamela Yates, who is now a partner at Arnold & Porter. Given that Merrell Dow had succeeded in other appellate courts, the task may have seemed straight forward, but the legal theories were actually all over the map.

The first Daubert motion was not styled as a motion to exclude expert witness opinion testimony, but rather as a motion for summary judgment, pursuant to Federal Rule of Civil Procedure 56, on the issue of causation. Merrell Dow’s supporting brief did not clearly invoke the distinction between general and specific causation, which distinction was not widely drawn until later in the 1990s. The supporting brief implicitly addressed both general and specific causation.

At the time that the first Daubert motion was made, there was no clear consensus of precedent that identified the source of support for a trial court’s ruling peremptorily on a weak evidentiary display on the causation issue. The evidence supporting the defense expert witnesses’ opinion that Bendectin had not been shown to cause birth defects generally and limb reduction defects specifically was strong. For all major congenital defects, there had been no change in overall incidence for the years in which Bendectin was marketed. Such an ecological argument usually has no validity, but in the case of Bendectin, for several years, roughly half of all pregnant women used the medication. When the medication was abruptly withdrawn,[8] not because of the science but because of the cost of the litigation, the rate of birth defects remained unaffected. The great majority of birth defects have no known cause, and there was no scientific consensus that Bendectin caused birth defects; indeed by 1989, the nearly universal consensus was that Bendectin did not cause birth defects.[9]

There were also many analytical epidemiologic studies, which both individually or in combination failed to support a conclusion of causation.

In the face of the defense’s affirmative evidence, the plaintiff relied upon a potpourri of evidence:

1) chemical structure activity analysis;

2) in vitro (test tube) studies;

3 ) in vivo studies (animal teratology) studies; and

4) reanalysis of epidemiology studies.

Plaintiff’s lead counsel Barry Nace[10] had concocted this potpourri approach, which he called “mosaic theory,” and which might more aptly be called the tsemish or the shmegegge theory.[11] Whatever Nace called it, he fed it to his expert witness to argue that:

“Like the pieces of a mosaic, the individual studies showed little or nothing when viewed separately from one another, but they combined to produce a whole that was greater than the sum of its parts: a foundation for Dr. Done’s opinion that Bendectin caused appellant’s birth defects.”[12]

Although philosopher Harry Frankfurt had not yet written his seminal treatise on the subject, most courts saw that this was bullshit, which tends to result “whenever a person’s obligations or opportunities to speak about some topic exceed his knowledge of the facts that are relevant to that topic.”[13]

In addition to favorable opinions from the First, Fifth, and District of Columbia Circuits, Merrell Dow had a favorable Zeitgeist working in its favor. The plaintiff-friendly influential judge, Judge Jack Weinstein, had rolled up his sleeves and taken a hard look at the plaintiffs’ scientific evidence in the Agent Orange litigation. Judge Weinstein found that evidence wanting in an important opinion in 1985.[14] Although the alleged causal agent in Agent Orange was not Bendectin, Judge Weinstein recognized that epidemiological studies were, in a similar medico-legal context, “the only useful studies having any bearing on causation.[15] Judge Weinstein relied heavily upon Federal Rule of Evidence Rule 703, which governed what inadmissible studies expert witnesses could rely upon, to whittle down the reliance list of plaintiffs’ expert witnesses before declaring their opinions too fragile to support a reasonable jury’s verdict in favor of plaintiffs.

More generally, discerning members of the legal system were reaching the end of their tolerance for the common law laissez-faire approach to expert witness evidence. In 1986, the Department of Justice issued a report that explicitly called for meaningful judicial gatekeeping of expert witnesses.[16] And in that same year, 1986, Judge Patrick Higginbotham wrote an influential opinion, in which he warned that expert witness opinion testimony was out of control, with expert witnesses becoming mouth pieces for the lawyers and advocates of policy beyond their proper role. Judge Higginbotham observed that trial judges (with support from appellate court judges) had a duty to address the problem by policing the soundness of opinions proffered in litigation, and to reject the system’s reliance upon expert witnesses simply because they “say[] it is so:”[17]

“we recognize the temptation to answer objections to receipt of expert testimony with the short hand remark that the jury will give it ‘the weight it deserves’. This nigh reflective explanation may be sound in some cases, but in others it can mask a failure by the trial judge to come to grips with an important trial decision. Trial judges must be sensitive to the qualifications of persons claiming to be experts … . Our message to our able trial colleagues: It is time to take hold of expert testimony in federal trials.”[18]

Although Merrell Dow had a substantial tailwind behind its motion for summary judgment, there was no one clear theory upon which it could rely. Some of the Bendectin appellate court opinions were based upon the insufficiency of the plaintiffs’ expert witness evidence, on the basis of the entire record after trial. The evidence in Daubert was virtually the same if not more restricted than what was of record in some of those appellate court cases. The ecological evidence was clear.

Some of the judgments relied upon by Merrell Dow were based upon the Frye test, and some were based upon Rule 703, which addresses what kinds of otherwise inadmissible evidence expert witnesses may rely upon in formulating their opinions. Finally, some courts, such as Fifth Circuit in In Re Air Crash Disaster at New Orleans, were beginning to see Rule 702 as the source of their authority to control wayward expert witness opinion testimony.

Merrell Dow advanced multiple lines of analyses to show that plaintiffs cannot establish causation based upon the then current scientific record. The first Daubert motion had no clear line of authority, and so, understandably, it cast a wide net on all available potential legal rules and doctrines to oppose the plantiff’s potpourri Bendectin causation theory. The motion harnessed precedents based upon sufficiency of the plaintiffs’ proffered expert witness, Federal Rules 702 and 703, as well as the 1923 Frye case.[19]

The cases that invoked Frye doctrine presented several interpretative problems. Frye was a criminal case that prohibited expert witnesses from testifying about their interpretations of the output of a mechanical device. The Frye case’s insistence upon general acceptance, when imported into a causation dispute in a tort case, was ambiguous as to what exactly had to be generally accepted: the specific causal claim, or the method used to reach the causal claim, or the method used as applied to the facts of the case. Furthermore, Frye’s requirement of general acceptance was not explicitly incorporated into either Rule 702 or 703, when promulgated in 1975.[20]

Merrell Dow had ample evidence that there was no general acceptance of the plaintiff’s causal claim, but its counsel also showed that by applying generally accepted methodology, scientists could not reach the plaintiff’s causal conclusion, and no scientist outside of the litigation had done so. In particular, there was general acceptance of the propositions that non-human in vivo and in vitro teratology experiments have little if any predictive ability for human outcomes. Because randomized controlled trials were never an option for testing human teratogenicity, observational epidemiology was required, and the available studies were largely exonerative. Only by post-publication data dredging and manipulation was plaintiffs’ expert witness Palmer (following what Shann Swan had done in previous cases) able to raise questions about possible associations. Plaintiff’s expert witness Palmer could not show that these manipulations were a generally accepted method for interpreting or re-analyzing published studies.

In its last point, the first Daubert motion also maintained that the standard for medical causation required that the relevant relative risk exceed two.[21] As noted, the brief did not distinguish general from specific causation, a distinction that had not entered the legal lexicon fully in 1989. The brief’s citation to swine-flu cases, however, clarifies the nature of Merrell Dow’s argument. In the swine-flu litigation, the United States government assumed liability for adverse effects of a vaccine for swine flu. The government recognized that within a certain time window after vaccination, patients had more than a doubled risk of Guillain-Barré syndrome (GBS), an autoimmune neurological condition. The government refused compensation for claimants outside that window. Merrell Dow relied heavily upon one swine flu case, Cook v. United States, which articulated and applied the principle:

“Wherever the relative risk to vaccinated persons is greater than two times the risk to unvaccinated persons, there is a greater than 50% chance that a given GBS case among vaccinees of that latency period is attributable to vaccination, thus sustaining plaintiff’s burden of proof on causation.”[22]

In other words, the government had conceded that the swine-flu vaccine could cause GBS in some temporal situations, but not others. The magnitude of the causal association had been quantified in relative risk terms by epidemiologic studies. Only for those claimants vaccinated in time windows with relative risks greater than two could courts conclude that GBS was, more likely than not, caused by vaccination.

Unlike the federal government in the swine-flu GBS litigation, Merrell Dow was not, however, conceding general causation for any exposure scenarios. The first Daubert motion can only be read to deny general causation, but to explain further that even if the court were to assume, arguendo, that Bendectin causes limb reduction deficits based upon Palmer’s schmegegge and Swan’s re-jiggered risk ratios, that there would still be no proper inference that Bendectin more likely than not caused Jason Daubert’s birth defects.

In response to these arguments, the plaintiff’s counsel argued their mosaic, potpourri, schmegegge theories. Although plaintiffs were down to Dr. Palmer, they filed transcripts and affidavits from a host of other expert witnesses, from previous Bendectin cases.

As for the legal rules of decision, Barry Nace, on behalf of plaintiffs, argued that Rule 703 had “absorbed” the Frye rule. Having been shown to be qualified under the minimal standard of Rule 702, these expert witnesses then satisfied Rule 703 by relying upon “scientific evidence” of the sort that experts in their field rely upon, even if other scientists would not rely upon such evidence in support of a conclusion. Otherwise those expert witnesses were unrestrained by the law, and they were free to assess their relied upon facts and data as sufficient to show that Bendectin probably causes birth defects and that Bendectin caused Jason Daubert’s birth defects. Nace argued that as long as expert witnesses, properly qualified, offered relevant opinions, based upon “things of science,” they could opine that the earth was flat, and it was for the jury to sort out whether to believe them.

Judge Earl Gilliam found Nace’s position untenable, and granted summary judgment later in 1989.[23] Interestingly Judge Gilliam’s opinion in the district court never cited Federal Rule of Evidence 702. Instead, the opinion pointed to Rule 703, as restricting evidence, even if “science,” unless the proponent showed that the underlying principle had gained general acceptance in the relevant field.[24] Opinions not based upon facts or data “of a type reasonably relied upon by experts in the particular field” would be confusing, misleading, and unhelpful, and thus inadmissible. The reference to helpfulness might perhaps be taken as an implicit invocation of Rule 702.

Judge Gilliam had the benefit of the Circuit decisions in Brock, Richardson, and Lynch, with their various holdings of insufficiency or inadmissibility of plaintiffs’ expert witness evidence. In particular, Judge Gilliam cited Brock for the proposition that trial courts must “critically evaluate the reasoning process by which the experts connect data to their conclusions in order for courts to consistently and rationally resolve the disputes before them.”[25] Following Judge Weinstein on Agent Orange, and the previous federal decisions on Bendectin, Judge Gilliam observed that causation in the Bendectin cases could be established, under the circumstances of plaintiffs’ evidentiary display, only through reliance upon epidemiologic evidence. Dr. Done’s schmeggege, concocted as it was by Barry Nace, would not get plaintiffs to a jury.

Judge Gilliam went further to point out that some of plaintiffs’ proffer did not even purport to claim causation. Shanna Swan’s prior testimony asserted that Bendectin was “associated” with limb reduction. Jay Glasser, a specialist in biostatistics, epidemiology and biometry had opined that “Bendectin is within a reasonable degree of epidemiological certainty associated with congenital disorders, including limb defects.” Dr. Johannes Thiersch, a specialist in pathology and pharmacology, proclaimed that “structure analysis” was “of great interest.”[26] In other words, there was a good deal of true, true, but immaterial opinion in what Mr. Nace had thrown over the transom, in opposition to the motion for summary judgment.

Nace appealed, and the Daubert case was argued to the Ninth Circuit in 1991. In a short opinion by Judge Kozinski, the appellate court affirmed the judgment below.[27] The affirmance did not mention Rule 702; rather it relied upon the decisions of other Circuits, in which the plaintiffs’ evidentiary display had been found insufficient to sustain a reasonable jury verdict.

Judge Kozinski’s opinion tilted towards Rule 703 and the Frye standard in citing to cases that stated, based upon Frye, that expert witnesses must use generally accepted techniques from the scientific community. As a legal determination, the determination of general acceptance vel non was a legal determination reviewable de novo. For its de novo decision on general acceptance, the Ninth Circuit relied upon the cases coming from the First, Fifth, and District of Columbia Circuits,[28] and of course, the record below.

By 1991, another Circuit, the Third, had weighed in on the same evidentiary display, when it reversed summary judgment for Merrell Dow, and remanded for reconsideration under the Third Circuit’s approach to Rule 702. Judge Kozinski declared that the Third Circuit’s approach was not followed in the Ninth Circuit, and proceeded to ignore the DeLuca case.[29]

Judge Kozinski treated the insufficiency and the invalidity of the Nace/Done schmeggege theory as legal precedent, and thus the court’s opinion gave very little attention by way of expository description or explanation of the problems with the four factors (in vitro, in vivo, structure analysis, and re-analysis of epidemiologic studies). As Judge Kozinski put the matter:

 “For the convincing reasons articulated by our sister circuits, we agree with the district court that the available animal and chemical studies, together with plaintiffs’ expert reanalysis of epidemiological studies, provide insufficient foundation to allow admission of expert testimony to the effect that Bendectin caused plaintiffs’ injuries.”[30]

And thus, summary judgment was proper in Daubert. Judge Kozinksi, like Judge Gilliam in the district court, never reached the specific causation argument that involved risk ratios less than two.

Some of the Circuit court cases relied upon by Judge Kozinski delved into the invalidity of these methods for determining the causes of human birth defects. The Lynch decision explored in some detail the Shanna Swan made-for-litigation rejiggering of a study based upon data from the Metropolitan Atlanta Congenital Defects Program, which included a challenge to whether it could be reasonably relied upon (Rule 703), as well as its pretense to support a scientific conclusion (Rule 702).[31] Later commentators would skirt the validity issue by asserting that re-analysis, in the abstract, is not impermissible or invalid, without addressing the specific issues discussed in the reported decisions. Other commentators have misrepresented Swan’s re-analysis as a meta-analysis, which it was not.

Some commentators have complained that the defense in Daubert made too much of the lack of statistical significance. Their complaint, in the abstract, might have some salience. In some contexts, an isolated and elevated risk ratio greater or less than one may well have important information, even if the p-value is a bit above 0.05. The lack of statistical significance at the conventional five percent, however, conveys important information about the finding’s imprecision, especially when there was a large dataset to evaluate. In 1994, a meta-analysis was published that found a summary estimate of all birth defects in the available epidemiologic studies to be an odds ratio of 0.95 (95% C.I., 0.88-1.04), and the summary estimate for limb reduction defects to be an odds ratio 1.12 (95% C.I., 0.83-1.48).[32]


[1] Defendant’s Memorandum of Points and Authorities in Support of Its Motion for Summary Judgment on the Issue of Causation, Daubert v. Merrell Dow Pharms., Inc., Case No. 84-2013-G(I) (S.D. Cal. Aug. 2, 1989). The motion was made in a companion case before Judge Gilliam as well, Schuller v. Merrell Dow Pharms., Inc., Case No. 84-2929-G(I). The first Daubert motion may not have been the first one drafted. The linked brief is the first one as filed.

[2] See Oxendine v. Merrell Dow Pharms., Inc., 563 A.2d 330 (D.C. Ct. App. 1989).

[3] William Griffith McBride, Thalidomide and Congenital Abnormalities, 278 LANCET 1358 (1961).

[4] William Griffith McBride, McBride criticizes inquiry, 336 NATURE 614 (1988); Norman Swan, Disciplinary tribunal for McBride, 299 BRIT. MED. J. 1360 (1989); G. F. Humphrey, Scientific fraud: the McBride case, 32 MED. SCI. LAW 199 (1992); Mark Lawson, McBride found guilty of fraud, 361 NATURE 673 (1993); Leigh Dayton, Thalidomide hero found guilty of scientific fraud, NEW SCI. (Feb.27, 1993); William McBride: alerted the world to the dangers of thalidomide in fetal development, 362 BRIT. MED. J. k3415 (2018).

[5] McBride v. Merrell Dow & Pharms., Inc., 800 F.2d 1208 (D.C. Ct. App. 1986). McBride ultimately failed against all his litigation targets.

[6] See In Re Richardson-Merrell. Inc. Bendectin Prods. Liab. Litig., 624 F.Supp. 1212 (S.D. Ohio 1985); aff’d sub nom. In re Bendectin Litig., 857 F.2d 290 (6th Cir. 1988); cert. denied, 488 US 1006 (1989).

[7] Brock v. Merrell Dow Pharmaceuticals Inc., 874 F.2d 307 (5th Cir. 1989); Richardson y. Richardson-Merrell, 857 F.2d 823 (D.C. Cir. 1988); Lynch v. Merrell-National Labs., 830 F.2d 1190 (1st Cir. 1987) (affirming grant of summary judgment).

[8] US Food & Drug Admin., Determination That Bendectin Was Not Withdrawn from Sale for Reasons of Safety or Effectiveness, 64 FED. REG. 43190–1 (1999).

[9] Brief at 3-4.

[10] Barry Nace was one of the lead plaintiffs’ counsel in the Bendectin litigation, and he represented the Daubert family. Nace was also formerly President of the lawsuit industry’s principal lobbying organization, the American Trial Lawyers Association (now the AAJ). See also In re Barry J. Nace, A Member of the Bar of the District of Columbia Court of Appeals (Bar Registration No. 130724), No. 13–BG–1439, Slip op. (Sept. 4, 2014), available at <https://www.dccourts.gov/sites/default/files/pdf-opinions/13-BG-1439.pdf>, last visited on Feb. 8, 2026.

[11] See Michael D. Green, Pessimism about Milward, 3 WAKE FOREST J. L & POL’Y 41, 63 (2013) (paraphrasing Nace as describing the mosaic theory as “[d]amn brilliant, and I was the one who thought of it and fed it to Alan [Done].”).

[12] Id. at 61 (2013) (citing Oxendine v. Merrell Dow Pharm., Inc., 506 A.2d 1100, 1110 (D.C. 1986).

[13] Harry Frankfurt, ON BULLSHIT 63 (2005).

[14] In re “Agent Orange” Prod. Liab. Litig., 611 F. Supp. 1223 (E.D.N.Y. 1985), aff’d, 818 F.2d 187 (2d Cir. 1987), cert. denied, 487 U.S. 1234 (1988).

[15] Id. at p. 1231.

[16] United States Dep’t of Justice, Tort Policy Working Group, Report of the Tort Policy Working Group on the causes, extent and policy implications of the current crisis in insurance availability and affordability at 35 (Report No. 027-000-01251-5) (Wash. DC 1986), available at https://archive.org/details/micro_IA41152903_0369.

[17] In Re Air Crash Disaster at New Orleans, 795 F.2d 1230, 1233-34 (5th Cir. 1986).

[18] Id. at 1233-34.

[19] The Brief, at 2, cited United States v. Kilgus, 571 F.2d 508, 510 (9th Cir. 1987) (citing Frye).

[20] An Act to Establish Rules of Evidence for Certain Courts and Proceedings. Pub. L. 93–595, 88 Stat. 1926 (1975).

[21] Brief at 17.

[22] 545 F.Supp. 306, 308 (N.D. Cal. 1982). See generally Richard E. Neustadt & Harvey V. Fineberg, THE SWINE FLU AFFAIR: DECISION-MAKING ON A SLIPPERY DISEASE (Nat’l Acad. Sci. 1978).

[23] Daubert v. Merrell Dow Pharms., Inc., 727 F.Supp. 570 (S.D. Cal. 1989).

[24] Id. at 571, citing United States v. Kilgus, 571 F.2d 508, 510 (9th Cir.1978).

[25] Id. at 572 (citing Brock, 874 F.2d at 310).

[26] Id. at 574. The use of “association” was at best ambiguous, because it begged the question whether it as an association that was “clear cut” (reasonably free from bias and confounding), and beyond that which we would care to attribute to chance.

[27] Daubert v. Merrell Dow Pharms., Inc., 951 F.2d 1128 (9th Cir. 1991).

[28] Brock v. Merrell Dow Pharms., Inc., 874 F.2d 307, modified, 884 F.2d 166 (5th Cir.1989), cert. denied, 494 U.S. 1046 (1990); Richardson v. Richardson–Merrell, Inc., 857 F.2d 823 (D.C.Cir.1988), cert. denied, 493 U.S. 882 (1989); Lynch v. Merrell–National Labs., 830 F.2d 1190 (1st Cir.1987).

[29] DeLuca v. Merrell Dow Pharmaceuticals, Inc., 131 F.R.D. 71 (D.N.J.) (granting summary judgment), rev’d and remanded, 911 F.2d 941 (3d Cir.1990). On remand, the district court entered summary judgment on the alternative reasoning of Rule 702, as interpreted by the Third Circuit. DeLuca v. Merrell Dow Pharms., Inc., 791 F.Supp. 1042, 1048 (D.N.J. 1992) (re-entering summary judgment after considering Rule 702), aff’d, 6 F.3d 778 (3d Cir.1993) (per curiam), cert. denied, 510 U.S. 1044 (1994).

[30] Daubert v. Merrell Dow Pharms., Inc., 951 F.2d 1128, 1131 (9th Cir. 1991).

[31] Lynch v. Merrell–National Labs., 830 F.2d 1190, 1194-95 (1st Cir.1987).

[32] Paul M. McKeigue, Steven H. Lamm, Shai Linn & Jeffrey S. Kutcher, Bendectin and Birth Defects: I. A Meta-Analysis of the Epidemiologic Studies, 50 TERATOLOGY 27 (1994). This meta-analysis made no correction for multiple comparisons in examining many different types of birth defects.

A New Year, A New Reference Manual

January 5th, 2026

The fourth edition of the Reference Manual on Scientific Evidence was quietly released in the waning hours of 2025, in the twilight of American democracy.[1] The Manual had been slated to be published in 2023, but that date slid to 2024, and then to 2025.  Perhaps the change in directorship of the Federal Judicial Center slowed things up. (Judge Robin Rosenberg of Zantac fame is now the Director)

The new volume is available for download at:

https://www.nationalacademies.org/publications/26919

Although I was a reviewer of one chapter of the Manual, I am just seeing this new edition for the first time today. The basic structure of the volume has not changed, although it has now grown to over 1,600 pages. Many of the key chapters on statistics, epidemiology, toxicology, and medical testimony are carried over from previous editions, with some new authors added and some previous authors no longer participating. In addition, there are some new chapters on exposure science, artificial intelligence, climate science, mental health, neuroscience, and eyewitness identification.

The individual chapters and authors in the new edition of the Manual are:

Liesa L. Richter & Daniel J. Capra, The Admissibility of Expert Testimony, at 1.

Michael Weisberg & Anastasia Thanukos, How Science Works, at 47

Valena E. Beety, Jane Campbell Moriarty, & Andrea L. Roth, Reference Guide on Forensic Feature Comparison Evidence, at 113

David H. Kaye, Reference Guide on Human DNA Identification Evidence, at 207

Thomas D. Albright & Brandon L. Garrett, Reference Guide on Eyewitness Identification, at 361

David H. Kaye & Hal S. Stern, Reference Guide on Statistics and Research Methods, at 463

Daniel L. Rubinfeld & David Card, Reference Guide on Multiple Regression and Advanced Statistical Models, at 577

Shari Seidman Diamond, Matthew Kugler, & James N. Druckman, Reference Guide on Survey Research, at 681

Mark A. Allen, Carlos Brain, & Filipe Lacerda, Reference Guide on Estimation of Economic Damages, at 749

Prologue to the Reference Guide on Exposure Science and Exposure Assessment, the Reference Guide on Epidemiology, and the Reference Guide on Toxicology, at 829i

Elizabeth Marder & Joseph V. Rodricks, Reference Guide on Exposure Science and Exposure Assessment, at 831

Steve C. Gold, Michael D. Green, Jonathan Chevrier, & Brenda Eskenazi, Reference Guide on Epidemiology, at 897

David L. Eaton, Bernard D. Goldstein, & Mary Sue Henifin, Reference Guide on Toxicology, at 1027

John B. Wong, Lawrence O. Gostin, & Oscar A. Cabrera, Reference Guide on Medical Testimony, at 1105

Henry T. Greely & Nita A. Farahany, Reference Guide on Neuroscience, at 1185

Kirk Heilbrun, David DeMatteo, & Paul S. Appelbaum, Reference Guide on Mental Health Evidence, at 1269

Chaouki T. Abdallah, Bert Black, & Edl Schamiloglu, Reference Guide on Engineering, at 1353

Brian N. Levine, Joanne Pasquarelli, & Clay Shields, Reference Guide on Computer Science, at 1409

James E. Baker & Laurie N. Hobart, Reference Guide on Artificial Intelligence, at 1481

Jessica Wentz & Radley Horton, Reference Guide on Climate Science, at 1561

Some quick comments on changes in authorship in some of the chapters. Bernard Goldstein, a member of the dodgy Collegium Ramazzini, remains an author of the toxicology chapter in the new edition. David Eaton, however, has been added. Professor Eaton was the president of the Society of Toxicology for many years, and perhaps he has brought some balance to the new edition’s work on toxicology.

An author of the statistics chapter, David Kaye, is also the sole author of the chapter on DNA evidence. Professor Kaye is a distinguished scholar of DNA evidence with serious statistical expertise. David Freedman had been a co-author of the statistics chapter in the third edition, but sadly Professor Freedman died before the third edition was published. Freedman is replaced by Hal Stern, an accomplished statistician from the University of California.

The chapter on epidemiology lost Leon Gordis, who died in 2015. The chapter in the fourth edition has the return of law professors Steve C. Gold and Michael D. Green, whose pro-plaintiff biases are well known, along with two new authors, epidemiology professors Jonathan Chevrier, & Brenda Eskenazi. Like Goldstein, Eskenazi is a fellow of the Collegium Ramazzini.

The Reference Manual, for better or worse, has had substantial influence on the litigation of scientific and technical issues in federal court, and in some state courts as well. I hope to write more substantively about the new edition in 2026.


[1] National Academies of Sciences, Engineering, and Medicine & Federal Judicial Center, Reference Manual on Scientific Evidence (4th ed. 2025).

Prada – Fashionable, But Unreliable Review on Acetaminophen and Autism

September 30th, 2025

Back in the first week of this month, I posted about a paper (Prada 2025),[1]  which featured a so-called navigation-guide systematic review of the scientific evidence on the issue whether pregnant women’s ingestion of acetaminophen causes their children to develop autism.[2] The focus of my post was on some dodgy aspects of the Prada review, such as its anemic disclosures of interest, and its squirrely claim to have been “NIH funded.”

Since posting, the Prada review has been very much in the news. Last week, President Trump held a news conference, where we learned that he cannot pronounce acetaminophen and that he has a strongly held opinion that acetaminophen causes autism.[3] Trump was surrounded by officials in his administration, including plaintiffs’ lawyer Robert Kennedy, Jr., and three physicians, Drs. Oz, Makary, and Bhattacharya, who looked on in apparent approval. Once upon a time, a risk communication such as this one about acetaminophen, would have come out from a non-political FDA employee, such as Janet Woodcock, who was head of Drug Safety, and for many years the Director of Center for Drug Evaluation and Research. Over her tenure, Dr. Woodcock weighed in on many pharmaceutical safety issues. Those of us who have been involved in litigation of those safety issues remember that Dr. Woodcock chose her language very carefully. She did not just give opinions; she marshalled facts.

Admittedly, Trump’s autism press conference was not as deranged as his 2020 press conference at which he suggested that injecting sodium hypochlorite (bleach) into patients would cure Covid-19 infections. Still, most of the world was left with the impression that Trump was replacing (DOGE-ing) scientific research and replacing it with irrational speculation. Trump’s press conference on acetaminophen and vaccines was widely met with skepticism and disbelief. Medical ethicist Dr. Arthur Caplan, who is not given to hyperbole, called the conference “the saddest display of a lack of evidence, rumors, recycling old myths, lousy advice, outright lies, and dangerous advice I have ever witnessed by anyone in authority.”[4]

When the administration physicians communicated with the public, they said something very different from Trump’s presentation. In her press release, Press Secretary Karoline Leavitt used the meaningless locution, “suggested link,” and cited the Prada review, which eschewed causal conclusions:[5]

“Andrea Baccarelli, M.D., Ph.D., Dean of the Faculty, Harvard T.H. Chan School of Public Health: “Colleagues and I recently conducted a rigorous review, funded by a grant from the National Institutes of Health (NIH), of the potential risks of acetaminophen use during pregnancy… We found evidence of an association between exposure to acetaminophen during pregnancy and increased incidence of neurodevelopmental disorders in children.

Harvard University: Using acetaminophen during pregnancy may increase children’s autism and ADHD risk.”

Of course, saying that something “may increase risk” is not even close to saying that something causes the outcome in question. And Baccarelli’s description of his paper, Prada review, as funded by the National Institutes of Health is misleading at best.[6]

Leavitt went on to declare that “[t]he Trump Administration does not believe popping more pills is always the answer for better health.” Unless of course, it is Propecia for Mr. Trump, testosterone for Mr. Kennedy, or ketamine for Mr. Musk.

FDA Commissioner Martin A. Makary issued a Notice, the same day, in which he declared:

“In recent years, evidence has accumulated suggesting that the use of acetaminophen by pregnant women may be associated with an increased risk of neurological conditions such as autism and ADHD in children.

* * *

To be clear, while an association between acetaminophen and autism has been described in many studies, a causal relationship has not been established and there are contrary studies in the scientific literature.”[7]

So the FDA is clearly not declaring that acetaminophen causes autism.

Dr. Mehmet Oz, former surgeon and television talking head, who stood mute by Trump’s side at the infamous press conference, found his voice later in the week, when he acknowledged that pregnant women of course should take acetaminophen when physicians direct them to do so.

In Europe, where pharmaceutical regulation is typically more precautionary than in the United States, both the European Medicines Agency and the U.K.’s Medicines and Healthcare Products Regulatory Agency announced that using acetaminophen during pregnancy was safe with no showing that it causes autism in offspring.[8] Steffen Thirstrup, the EMA’s Chief Medical Officer, announced a day after the Trump bungle, that:

“Paracetamol [acetaminophen] remains an important option to treat pain or fever in pregnant women. Our advice is based on a rigorous assessment of the available scientific data and we have found no evidence that taking paracetamol during pregnancy causes autism in children.”

Most medical organizations were appalled at the administration’s sloppy messaging. The day after the press conference, the American College of Medical Toxicology (ACMT) issued a statement in response, to affirm the safety of acetaminophen in pregnancy.[9] The ACMT noted that its position was in agreement with the American College of Obstetrics and Gynecologists, the Society for Maternal-Fetal Medicine, the American Academy of Pediatrics, and the Society for Developmental and Behavioral Pediatrics.

The acetaminophen kerfuffle seems always to come back to the Prada “navigation guide” systematic review and its authors, including the Harvard Dean, Andrea Baccarelli, who was the well-paid member of the plaintiffs’ expert witness team in acetaminophen litigation.[10] Why did Dr. Andrea Baccarelli in the Prada review use this curious, arcane, and infrequently used method of review? Why did Baccarelli and his co-authors publish this review in Environmental Health, which is dedicated to publishing “manuscripts on important aspects of environmental and occupational medicine,” which places maternal ingestion of a licensed pharmaceutical outside its stated competence? Why did Baccarelli offer a litigation opinion that acetaminophen causes autism, but retreat to “association” when writing for the scientific community? And why did Baccarelli and his co-authors not disclose that Baccarelli had submitted essentially the same navigation guide systematic review as his proffered expert witness testimony, and that a federal court had rejected his opinion as not “the product of reliable principles and methods,” and not “a reliable application of the principles and methods to the facts of the case”[11]? Perhaps the answers are obvious to most observers, but candid disclosures certainly would have provided important context, and saved some people the embarrassment of relying upon the Prada review.

In digging deeper into the history of the navigation guide method itself, the earliest citation I could find to such systematic reviews was in 2009, in a conference paper that discussed this approach as a proposal.[12] The authors that made up the Navigating the Scientific Evidence to Improve Prevention Workshop Organizing Committee were not particularly well known or distinguished in the field of research synthesis. Still, there must be other reasons that “navigation guide” reviews are not more prevalent if the Organizing Committee had been truly on to something important.

The Committee never identified a rationale for a new systematic review approach. When the Organizing Committee outlined its approach in 2009, there were well over three decades of experience with systematic reviews,[13] with well-regarded full-length textbook treatment by experts in the field.[14]

In addition to the lack of experience among its authors and the preemption of the subject by comprehensive treatments elsewhere, there were three additional curious take aways from a cursory reading of the Organizing Committee’s 2009 manuscript. First, Committee emphasized the alleged need for a review methodology for environmental exposures. This emphasis was never accompanied by a showing that well-described methodologies long in use were somehow inadequate or inappropriate for environmental exposures.

Second, the authors urged the need for precautionary assessments, which might make their method fine where syntheses for precautionary pronouncements were called for. In the United States, regulatory assessments vary depending up the governing statutes that create the regulatory mandate.  In personal injury litigation, the precautionary principle is nothing less than an end run around the burden of proof on the party claiming harm and suing in tort. The designated subject matter of environmental exposures for the proposed systematic review technique offers an insight into why these authors believed that they had to propose a new fangled systematic review methodology. Previously described methods interfered with authors’ ability to elevate “iffy” associations into conclusions of causality in the name of the precautionary principle.

The third curiosity in the 2009 manuscript is that the authors never described the need for a pre-specified protocol. Later articles on this proposed methodology similarly failed to describe the need for such a protocol,[15] although by 2014, authors from the original Organizing Committee reversed course to add a pre-specified protocol to the requirements for a navigation guide systematic review.[16]

A recent article defines a systematic review essentially in terms of a protocol:

“Systematic review (SR) is a rigorous, protocol-driven approach designed to minimise error and bias when summarising the body of research evidence relevant to a specific scientific question.”[17]

The purpose of a protocol may be obvious to anyone who has been paying attention to the replication crisis in biomedical literature, but the same article offers a helpful description of its rationale:

“The purposes of the protocol are to discourage ad-hoc changes to methodology during the review process which may introduce bias, to allow any justifiable methodological changes to be tracked, and also to allow peer-review of the work that it is proposed, to help ensure the utility and validity of its objectives and methods.”[18]

Systematic reviews vary widely in quality, methodological rigor, and validity, but one of the key determinants of their validity is whether they were preceded by pre-specified protocol. Although systematic reviews are often described the “gold standard” for evidence synthesis, their methodological rigor vary widely. Reviews that lack a pre-specified protocol are decidedly less rigorous than those reviews that employ a protocol.[19] The absence of a protocol is thus an important tell that a systematic review may be untrustworthy.

The Prada paper put together by Baccarelli’s team has no protocol. It may satisfy the Trump administration’s Fool’s Gold Standard for Science, but that is far short of the requirements of Federal Rule of Evidence 702. Given Baccarelli’s abridgement of scientific method, we should not be overly surprised by Judge Cote’s judgment of the failures of Baccarelli’s and the other plaintiffs’ expert witnesses’ proffered opinions in the acetaminophen litigation:

“their analyses have not served to enlighten but to obfuscate the weakness of the evidence on which they purport to rely and the contradictions in the research. As performed by the plaintiffs’ experts, their transdiagnostic analysis has obscured instead of informing the inquiry on causation.”[20]

Judge Cote carefully reviewed Baccarelli’s proffered testimony and found it replete with cursory analyses, cherry-picked data, and result-driven assessments of studies.[21] Her Honor’s findings would seem to apply with equal measure to the Prada review.


[1] Diddier Prada, Beate Ritz, Ann Z. Bauer and Andrea A. Baccarelli, “Evaluation of the evidence on acetaminophen use and neurodevelopmental disorders using the Navigation Guide methodology,” 24 Envt’l Health 56 (2025).

[2] See Schachtman, “Acetaminophen & Autism – Prada Review Misleadingly Claims to Be NIH Funded,” Tortini (Sept. 9, 2025).

[3] Jeff Mason, Ahmed Aboulenein, and Julie Steenhuysen, “Trump Links Autism to Tylenol and Vaccines, Claims Not Backed by Science,” Reuters (Sept. 22, 2025); Brianna Abbott & Andrea Petersen, “The Trump administration said acetaminophen could cause autism. Doctors maintain it is safe during pregnancy,” Wall St. J. (Sept. 22, 2025) (“Studies looking at a link [sic] between acetaminophen and autism are inconclusive.”); Will Weissert, “Dr. Trump? The president reprises his COVID era, this time sharing unproven medical advice on autism,” Wash. Post (Sept. 23, 2025).

[4] Ali Swenson & Lauran Neergaard, “Trump makes unfounded claims about Tylenol and repeats discredited link between vaccines and autism,” Assoc. Press (Sept. 23, 2025).

[5] Leavitt, “FACT: Evidence Suggests Link Between Acetaminophen, Autism,” The White House (Sept. 22, 2025).

[6] See Schachtman, “Acetaminophen & Autism – Prada Review Misleadingly Claims to Be NIH Funded,” Tortini (Sept. 9, 2025). The referenced grants had nothing to do with acetaminophen and autism, or even autism generally. The NIEHS granted Dr. Baccarelli money to study air pollution and brain aging. The exposure of interest was not acetaminophen, and the outcome of interest was not autism. By claiming that his research was “NIH funded,” Baccarelli was attempting to boost the prestige of the research even though his acetaminophen review was done for litigation, not for the federal government. Apparently the NIEHS acquiesces in this charade because it suggests to the uninitiated that its research grants result in more published papers, even though the topics of those papers are unrelated to the funded research proposal, and the unrelated topics never receiving committee peer review.

[7] Martin A. Makary, “Notice to Physicians on the Use of Acetaminophen During Pregnancy,” (Sept. 22, 2025).

[8] E.M.A., “Use of paracetamol during pregnancy unchanged in the EU,” (Sept. 23, 2025).

[9] ACMT Supports the Safe Use of Acetaminophen in Pregnancy (Sept. 23, 2025).

[10] Rebecca Robbins & Azeen Ghorayshi, “Harvard Dean Was Paid $150,000 as an Expert Witness in Tylenol Lawsuits,” N.Y. Times (Sept. 23, 2025).

[11] Fed. R. Evid. 702.

[12] Patrice Sutton, Heather Sarantis, Julia Quint, Mark Miller, Michele Ondeck, Rivka Gordon, and Tracey Woodruff, “Navigating the Scientific Evidence to Improve Prevention: A Proposal to Develop A Transparent and Systematic Methodology to Sort the Scientific Evidence Linking Environmental Exposures to Reproductive Health Outcomes,”  (July 29, 2009).

[13] See Quan Nha Hong & Pierre Pluye, “Systematic reviews: A brief historical overview,” 34 Education for Information 261, 261 (2018) (describing the evolution of systematic reviews as made up of a “foundation period 1970-1989,” an “institutionalization period 1990-2000, and a “diversification period” from 2001 forward.)

[14] Matthias Egger, Julian P. T. Higgins, and George Davey Smith, Systematic Reviews in Health Research: Meta-Analysis in Context (3rd ed. 2022). The first edition of this text was published in 1995.

[15] Tracey J. Woodruff, Patrice Sutton, and The Navigation Guide Work Group, “An Evidence-Based Medicine Methodology To Bridge The Gap Between Clinical And Environmental Health Sciences,” 30 Health Affairs 931 (2011); Julia R. Barrett, “The Navigation Guide Systematic Review for the Environmental Health Sciences,” 122 Envt’l Health Persp. A283 (2014).

[16] Tracey J. Woodruff & Patrice Sutton, “The Navigation Guide Systematic Review Methodology: A Rigorous and Transparent Method for Translating Environmental Health Science into Better Health Outcomes,” 122 Environ Health Perspect. 1007 (2014).

[17] Paul Whaley, Crispin Halsall, Marlene Ågerstrand, Elisa Aiassa, Diane Benford, Gary Bilotta, David Coggon, Chris Collins, Ciara Dempsey, Raquel Duarte-Davidson, Rex Fitzgerald, Malyka Galay-Burgos, David Gee, Sebastian Hoffmann, Juleen Lam, Toby Lasserson, Len Levy, Steven Lipworth, Sarah Mackenzie Ross, Olwenn Martin, Catherine Meads, Monika Meyer-Baron, James Miller, Camilla Pease, Andrew Rooney, Alison Sapiets, Gavin Stewart, and David Taylor, “Implementing systematic review techniques in chemical risk assessment: Challenges, opportunities and recommendations,” 92-93 Env’t Internat’l 556 (2016).

[18] Id. at 560.

[19] Julia Menon, Fréderique Struijs & Paul Whaley, “The methodological rigour of systematic reviews in environmental health,” 52 Critical Rev Toxicol. 167 (2022).

[20] In re Acetaminophen ASD-ADHD Prods. Liab. Litig., 707 F. Supp. 3d 309, 334, 2023 WL 8711617 (S.D.N.Y. 2023) (Cote, J.).

[21] Id. at 354-56.

Specific Causation – The Process of Elimination

September 24th, 2025

Specific causation causes some courts to become costive, and sometimes, courts overuse so-called differential etiology as a laxative. The phrase “differential etiology” is an analogy to differential diagnosis, the reasoning process by which clinicians assess the identity of a disease or disorder. Differential etiology, like laxatives, can be overused and misused.

Last month, the Ninth Circuit affirmed a district court’s summary judgment in a glyphosate case. Engilis v. Monsanto Co., No. 23-4201, D.C. No. 3:19-cv-07859-VC (9th Cir. August 12, 2025). The trial court found that plaintiff’s expert witness’s differential etiology was unreliable because the putative expert witness acknowledged that obesity could be a cause of plaintiff’s disease, but then failed reliably to rule out obesity as a differential etiology. Instead, the excluded expert witness glibly inferred that glyphosate was a cause of plaintiff’s cancer. The trial and appellate courts were faced with a great example of invalid, motivated reasoning, or the lack of reasoning.

The Ninth Circuit’s affirmance was significant because it clearly acknowledged that there was no presumption of admissibility, and that the district court was well within its discretion to find that the proffered expert witness opinion had failed to meet the requirements of Rule 702.[1]

The decision in Engilis was simple and straightforward; it was based upon specific or individual causation or its absence. In cases involving diseases with multiple potential causes, none of which is necessary for the outcome, an exposure or lifestyle factor may be capable of causing a particular disease, but that factor may not have played a causal role in everyone who experienced the exposure or lifestyle factor and who developed the disease. (Not everyone who smoked cigarettes develops lung cancer, and not all lung cancer patients smoked.) Courts and litigants are thus left with the puzzle of individual causation.

In a case such as Engilis, courts can basically assume, arguendo, that glyphosate can cause the claimed outcome (Non-Hodgkin’s Lymphoma or NHL), but then insist that there is competent and sufficient evidence to show that the claimant’s specific case of NHL was caused by the claimed exposure.

Some courts and commentators have suggested that a process of “differential etiology, by analogy to differential diagnosis, can get a claimant to the finish line. This attempted solution assumes arguendo that glyphosate can cause NHL, but then it still must resolve whether this specific case of NHL (or whatever claimed) was caused by the claimed exposure.

As suggested above, differential etiology is something like constipation, which is resolved by the process of elimination. Formally, the reasoning process is an “iterative disjunctive syllogism.” We start with an exhaustive listing of the possible established general causes of the claimed disease:

A or B or C (exhausting the possible general causes of the claimed disease).

Because the diseases may multifactorial, the set of disjuncts may be more complex:

A or B or C or A*B or B*C or A*C or A*B*C.

But if the claimant had never been exposed to A, we can deduce:

B or C or B*C.

And if the claimant had never been exposed to B, we can infer that:

C.

And if C is the tortogen under investigation, for which general causation was established, the claimant would have an unequivocal submissible case to the jury.

Of course many diseases have unknown causes, so-called idiopathic or sporadic cases.  In such instances, any proper differential etiology must include a disjunct D, for idiopathic cause. We can see that the iterative disjunctive syllogism in such cases leaves us with uneliminated D in some of the remaining disjuncts, and the claimant cannot reach an unequivocal conclusion in support of his claim.

There may perhaps be a solution to this problem that turns on the effect size, and the probability of attribution associated with each uneliminated disjunct, but that is a story for another day.


[1] See Paul Driessen, “Nation’s most liberal court rejects plaintiff expert’s claims that glyphosate caused couple’s cancer,” Eurasia Review (Sept. 23, 2025).

Acetaminophen & Autism – Prada Review Misleadingly Claims to Be NIH Funded

September 9th, 2025

A few weeks ago, four scientists published what they called a “navigation guide” systematic review on acetaminophen use and autism.[1] The last named author, Andrea A. Baccarelli, is an environmental epidemiologist, who has been an expert witness for plaintiffs’ counsel in lawsuits against the manufacturers and sellers of acetaminophen. Another author, Beate Ritz, frequently testifies for the lawsuit industry in cases against various manufacturing industries. A third author, Ann Z. Bauer, was the lead author of a [faux] “consensus statement” that invoked the precautionary principle to call for limits on the use of acetaminophen (N-acetyl-p-aminophenol or APAP) by pregnant women, on grounds that such use may increase the risks of neurodevelopmental (including autism), reproductive and urogenital disorders.[2] The lead author was Diddier Prada, who works in Manhattan, at the Icahn School of Medicine at Mount Sinai, in the environmental and climate science department, within the Institute for Health Equity Research. The Mount Sinai website describes Dr. Diddier Prada as an environmental and molecular epidemiologist who focuses on the role of environmental toxicants in age-related conditions

Curious readers might wonder how someone whose interest is in environmental issues and “health equity” became involved in a review of pharmaco-epidemiology and teratology. The flavor of systematic review deployed in the paper, “navigation guide,” originated and has had limited use in the field of environmental issues. To my knowledge, so-called navigation guides have never been used previously in pharmaco-epidemiologic or teratologic controversies.[3]

The Prada paper and its deployment of a “navigation guide” systematic review deserve greater critical scrutiny.  In this post, however, I want to address some peripheral issues, such as “competing interests” and misleading claims about the paper’s having been NIH funded.

Only Dr. Baccarelli disclosed a potential conflict of interest, in a statement that many would judge to be anemic:

“Dr. Baccarelli served as an expert witness for the plaintiff’s legal team on matters of general causation involving acetaminophen use during pregnancy and its potential links to neurodevelopmental disorders. This involvement may be perceived as a conflict of interest regarding the information presented in this paper on acetaminophen and neurodevelopmental outcomes. Dr. Baccarelli has made every effort to ensure that this current work—like his past work as an expert witness on this matter—was conducted with the highest standards of scientific integrity and objectivity.”

The disclosure fails to mention whether Dr. Baccarelli was compensated for his playing on the “plaintiff’s legal team,” and if so, then how much. Using the passive voice, he suggests that this work might be perceived as a conflict of interest, when surely he knows that it is a serious issue. If industry scientists working on the relevant issue had published, they surely would be accused of having had a conflict.

Dr. Baccarelli self-servingly, falsely, and with epistemic arrogance, asserts that he made every effort in this paper, and in his past work as an expert witness, to conform to the “highest standards of scientific integrity and objectivity.” Despite his best efforts to be “scientific,” Baccarelli’s work failed critical scrutiny in the multi-district litigation that consolidated acetaminophen cases for pre-trial handling. In that litigation, the defense challenged Dr. Baccarelli’s opinions under Rule 702, for their lack of validity. In an extensive, closely reasoned opinion, federal district court judge Denise Cote ruled that Dr. Baccarelli’s proffered opinions failed to meet the relevance and reliability standards of federal law.[4]

The MDL court easily found that Dr. Baccarelli was qualified to provide an opinion on epidemiology, although the focus of his career has been on environmental issues. Baccarelli’s substantive problem was that he deviated from accepted and valid methods of causal inference by cherry picking different results and outcomes across multiple studies. Baccarelli’s sophistical trick was to advance a “transdiagnostic” analysis that lumps an already heterogenous autism spectrum disorder (ASD), with attention-deficit hyperactivity disorder (ADHD), and a grab bag of “other neurodevelopmental disorders.” If a study found a putative association with only one of the three end points, Baccarelli would claim success on all three. Baccarelli avoided conducting separate ASD and ADHD analyses, and he cherry picked the end points that supported his pre-determined conclusions.

Judge Cote found that the transdiagnostic analyses advanced by plaintiffs’ expert witnesses, including Baccarelli, obscured and obfuscated more than they informed the causal inquiry.[5] The court’s analysis casts considerable shade upon Baccarelli’s self-serving claim to have used “the highest standards of scientific integrity and objectivity.” Judge Cote barred Baccarelli and the other members of the plaintiffs’ “expert team” from testifying.

Conspicuously absent from the conflict disclosure section of the Prada article was any mention of the litigation work of co-author Beate Ritz. In 2007, Ritz became a fellow of the Collegium Ramazzini, which functions in support of the lawsuit industry much as the scientists of the Tobacco Institute supported tobacco legal defense efforts in times past. Ritz’s fellowship in the Collegium makes her a full-fledged member of the Lobby and a supporter of the lawsuit industry.[6] Ritz has testified, for claimants, in cases involving claims of heavy metals in baby food, in cases involving claims that paraquat exposure caused Parkinson’s disease, and most notoriously for plaintiffs in glyphosate litigation, where her witnessing is often done for the Wisner Baum lawfirm that employs the son of Robert F. Kennedy, Jr.[7]

The conflict of interest disclosure statement is hardly the only misleading aspect of the Prada paper. At the end of the paper, the authors state, with respect to funding that their “study was supported by NIH (R35ES031688; U54CA267776).” Some people may incorrectly believe that the Prada review was directly sponsored and funded by the National Institutes of Health.  Nothing could be further from the truth.

The research grant referenced, R35ES031688, is a National Institute of Environmental Health Sciences (NIEHS) research grant. The curious reader might inquire what whether and why the NIEHS would be concerned about a pharmacological issue. The short answer is that the NIEHS is not, and that this grant has nothing to do with children’s neurological status in relation to their mother’s ingestion of acetaminophen.

The NIEHS award this research grant to Andrea Baccarelli, while he was at Columbia University, for his project “Extracellular Vesicles in Environmental Epidemiology Studies of Aging.” The research focuses on extracellular vesicles (EVs) and their role in environmental health, particularly as it relates to aging. What Baccarelli promised to do with this NIEHS grant was to study the effects of air pollution on accelerated brain aging, and disease states such as dementia. Baccarelli noted that his focus would be on intra-cellular communication enabled by extracellular vesicles, in reaction to air pollution. The described research would understandably be viewed as potentially relevant to the NIEHS mission statement, but it has nothing to do with autism among children of women who ingested acetaminophen during pregnancy.  The phrases “extracellular vesicles” and “air pollution” do not appear in the Prada review.

The second grant listed under funding for the Prada review was U54CA267776. The U54 designation marks this as a career award, not specific to a specific topic or this published work. Ironically, the grant is a diversity, equity, and inclusion grant to the Mount Sinai Icahn School of Medicine, in Manhattan. The Icahn School has long had one of the most ethically, racially, culturally diverse faculties of any medical school, and hardly needs financial incentives to hire minority physicians and scientists.

The NIH awarded grant U54CA267776 for “Cohort Cluster Hiring Initiative at Icahn School of Medicine at Mount Sinai.” The NIH describes the grant as aiming to reduce “[t]he barriers to research and career success for underrepresented groups in academic medicine.” The text of the U54 grant is written largely in bureaucratic jargon, which may require a degree in DEI to understand fully. What is abundantly clear is that nothing in this U54 grant, or in its stated criteria for evaluation, has anything to do with studying the teratologic potential of acetaminophen.

What so far has escaped the media’s attention is that Prada and colleagues did not have NIH (or NIEHS) support for their acetaminophen review. They had career-level support for DEI purposes, or perhaps general “walking-around” money for research on environmental pollution and brain aging, which has nothing to do with the subject of their navigation guide review. The authors of the Prada review never prepared a study proposal related to acetaminophen for evaluation by a funding committee at NIH. The authors never submitted a protocol to the NIH, and the NIH provided no peer review or guidance for the authors’ acetaminophen review. In short, there is nothing that marks the Prada review as an NIH work product other than the over-claiming of the authors with respect to funding sources.

The Prada review has attracted a lot of attention in the media and from the worm-brained Secretary of Health and Human Services. An article in the Washington Post described the Prada review as NIH funded, which tracks the paper’s misleading disclosure.[8] The media no doubt jumped on the publication of the Prada review last month because Secretary Kennedy promised to reveal the cause of autism by September. We can imagine that Kennedy will be tempted to embrace the Prada review because he can falsely mischaracterize it as an NIH-funded review.

Not only is the funding claim dodgy, but so is the suggestion that the review supports a conclusion of causation between maternal ingestion of acetaminophen and autism in children. The lead author, Dr. Diddier Prada, noted the frequent confusion between correlation and causation and explicitly stated the authors of the review “cannot answer the question about causation.”[9]


[1] Diddier Prada, Beate Ritz, Ann Z. Bauer and Andrea A. Baccarelli, “Evaluation of the evidence on acetaminophen use and neurodevelopmental disorders using the Navigation Guide methodology,” 24 Envt’l Health 56 (2025).

[2] Ann Z. Bauer et al., “Paracetamol Use During Pregnancy — A Call for Precautionary Action,” 17 Nature Rev. Endocrinology 757 (2021).

[3] See Tracey J. Woodruff, Patrice Sutton, and The Navigation Guide Work Group, “An Evidence-Based Medicine Methodology To Bridge The Gap Between Clinical And Environmental Health Sciences,” 30 Health Affairs 931 (May 2011).

[4] In re Acetaminophen ASD-ADHD Prods. Liab. Litig., 707 F. Supp. 3d 309, 2023 WL 8711617 (S.D.N.Y. 2023) (Cote, J.).

[5] Id. at 334.

[6] See F.D.K. Liddell, “Magic, Menace, Myth and Malice,” 41 Ann. Occup. Hyg. 3, 3 (1997).

[7] See, e.g., In re Roundup Prods. Liab. Litig., 390 F. Supp. 3d 1102 (2018); Barrera v. Monsanto Co., Del. Super. Ct. (May 31, 2019); Pilliod v. Monsanto Co., 67 Cal. App. 5th 591, 282 Cal. Rptr. 3d 679 (2021). See also Dan Charles, “Taking the stand: For scientists, going to court as an expert witness brings risks and rewards,” 383 Science 942 (Feb. 29, 2024) (quoting Ritz as suggesting that she was reluctant to get involved as an expert witnesses).

[8] Ariana Eunjung Cha, Caitlin Gilbert and Lauren Weber, “MAHA activists have been pushing for more investigation into use of the common pain killer during pregnancy,” Wash. Post (Sept. 5, 2025). See also Liz Essley Whyte & Nidhi Subbaraman, “RFK Jr., HHS to Link Autism to Tylenol Use in Pregnancy and Folate Deficiencies,” Wall St. J. (Sept. 5, 2025).

[9] Jess Steier, “Saturday Morning Thoughts on the Tylenol-Autism News: The public health whiplash continues as we play another round of ‘autism cause’ roulette,” Unbiased Science (substack) (Sept. 06, 2025).

AAAS Conference on Scientific Evidence and the Courts

September 8th, 2025

Back in September 2023, the American Association for the Advancement of Science (AAAS), with its Center for Scientific Responsibility and Justice, sponsored a two day meeting on Scientific Evidence and the Courts. If there were notices for this conference, I missed them. The meeting presentations are now available online. Judging from camera views of the audience, the conference did not appear to be well attended. Most of the material was forgettable, but some of the presentations are worth watching.

Jennifer L. Mnookin opened the conference with a keynote presentation on “Where Law and Science Meet.” Chancellor Mnookin presented a broad overview and some interesting insights on the development of the evidence law of expert witness testimony.

Following Mnookin, Professors Ronald Allen and Andrew Jurs presented on the “Unintended Impacts [sic] of the Daubert Standard.” The conference took place only a few months before amendment to Rule 702 became effective, and the reference to a “Daubert” standard was untoward. Allen’s comments followed the path of his previous articles. Jurs presented some empirical legal research, which seemed flawed for its assumption that the Frye standard was universally applied in federal court before the advent of Daubert. Assessing whether these standards lead to different outcomes when both standards have been applied heterogeneously, and one standard, Frye, is often not applied at all, and Daubert is often flyblown by judges hostile to the gatekeeping enterprise, Jurs’ empirical research seemed both invalid and very much beside the point. Both presenters missed the key point of Daubert, in which case plaintiff’s counsel advocated for no standard at all, beyond basic subject-matter qualification, for giving expert opinions in court.

A Session on “An International Perspective,” Scott Carlson discussed the efforts of the American Bar Association (ABA), and its Center of Global Programs, on supporting judges in foreign countries. Prateek Sibal discussed the history and work of the UNESCO Global Judges Initiative. My sincere wish is that the ABA would support judges more in the United States.

Panelists Valerie P. Hans, Emily Murphy, and Dr. Michael J. Saks presented on various jury issues, in a session “In the Minds of the Jury.” The presentations on how foreign countries process expert witness testimony were lacking any mention of how juries rarely if ever sit in civil cases that involve complex technical and scientific issues.

Two editors of scientific journals, Adriana Bankston and Valda Vinson, along with law professor Michael Sakes, spoke about peer review and publication, in  a session “As a Matter of Fact: ‘General Acceptance’ in Emerging vs. Established Science.” Their discussion on the publication process shed very little light on how courts and juries should assess the validity of specific papers, particularly in view of the lax practices at many journals. Towards the end of this session, a question from the audience proved to be very revealing of the prejudices of the law professor on the panel. The questioner rose to complain that after beginning research on a topic that has litigation relevance her research is now frequently questioned. She asked the panel how she might deal with the annoyance of being questioned. Some on the panel basically urged her to buck up, but the law professor invoked the spirit of agnothologist, and lawsuit industry expert witness, David Michael, to suggest that “manufacturing doubt” was just a corporate tactic in the face of scientific evidence. The prejudice against corporate speech is remarkable when the lawsuit industry has a long history of playing the ad hominem game in advancing its pecuniary interests.

The session that followed addressed how trustworthy science might best be put before courts. The organizers described this session, Utilizing Scientific and Technical Expertise, as going to the heart of the issues targeted by the conference. Joe S. Cecil, Deanne M. Ottaviano, and Shari Seidman Diamond discussed how scientific expertise enters into the evidentiary record in American courtrooms. Their presentations were interesting, but curiously no one mentioned that the primary avenue for expert witness opinion is through oral testimony!

Joe Cecil discussed methods judges have to obtain scientific and technical evidence to advance justice. (By this I hope he meant the truth, and not just the outcome preferred by social justice warriors.) As noted, Joe Cecil did not focus on the ordinary methods of direct and cross-examination of party expert witnesses, but rather, he identified other methods of introducing expertise into the courtroom for the benefit of the judge or the jury. Only one suggestion really affects jury comprehension, namely the appointment of non-party expert witnesses by the court. The other methods really only provide expertise to the trial judge, who perhaps is challenged to make a ruling under Federal Rule of Evidence 702. The federal courts have the inherent supervisory power to appoint technical advisors to act as special law clerks on issues. Similarly, appointed special masters can address technical implementation issues, subject to the district judges’ control. The judges are always free to read outside the briefs and testimony, but there are ethical and notice issues for such conduct. The Reference Manual on Scientific Evidence (RMSE) sits on the shelves on every federal judge’s bookshelf, even if in pristine, unused condition. Judges can at least read the RMSE on specific issues without having to disclose their extra-curricular research to the parties.  Of course, parties are well advised to consider any materials in the RMSE, which support or oppose their contentions.

In discussing the RMSE, Cecil noted that the fourth edition was in the works. He also mentioned that all the old chapter topics would be carried forward to the fourth edition, and that new topics would include eyewitness identification, computer science, artificial intelligence, and climate science. Sadly, there will be no chapter on genetic determination of disease, but perhaps the clinical medicine chapter will take on the subject in greater detail than previous editions. This conference took place two years ago, and yet the RMSE, fourth edition, is still not published. The National Academies website previously listed the project as completed, but the site now describes the work as “in progress.”

Joe Cecil’s analysis of the various extraordinary expert techniques was pretty much spot on, especially his assessment that “experiments” with court-appointed experts were often failures or at best modest successes. The discussion of Judge Pointer’s Rule 706 independent expert witnesses in the silicon [sic] breast implant litigation, MDL926, seemed to lack context. Cecil acknowledged that the court’s expert witnesses contributed some value to admissibility decisions, but Judge Pointer notoriously did not believe that he, as the MDL judge, had any responsibility for Rule 702 determinations, and he made none except in cases that he tried in the Northern District of Alabama. (And these decisions were before the Science Panel was appointed.) So the Rule 706 witnesses really could not have aided in admissibility decisions.

The real value – in my view – of the Science Panel was that it demonstrated that Judge Pointer was quite wrong in believing that both sides’ expert witnesses were simply “too extreme,” or too partisan, and that the truth was somehow in the middle. Indeed, Judge Pointer said so on many occasions, and he was judicially gobsmacked when all four of his experts roundly rejected the plaintiffs’ distortions of the science of immunology, epidemiology, toxicology, and rheumatology. The courts’ expert witnesses sat for discovery depositions, and then gave testimony de bene esse. To my knowledge, their testimony was never admitted in any of the subsequent trials.

Judge Jed Rakoff gave an interesting presentation, “Strengthening Cooperation Between the Scientific Enterprise and the Justice System,” on the intersection between scientific and legal expertise and the need for their better integration. Judge Rakoff focused on the astonishing lack of compliance of trial judges with the gatekeeping requirements of Rule 702 in addressing the admissibility of forensic evidence. Several subsequent panels also addressed forensic topics, including “A Texas Case Study in Accountability for Forensic Sciences,” “Innovations in Investigative Technologies Improvements and Drawbacks,” and “Artificial Intelligence and the Courts,” “Wrongful Convictions and Changed Science: Statutes,” and “Standing Up for Justice: When the Law and Science Work Hand-in-Hand.”

One of the more curious sessions was on “Statistical Modeling and Causation Science,” presented by the American Statistical Association along with the AAAS. Maria Cuellar, from the University of Pennsylvania, discussed the role of statistical thinking in causal assessment, with slides that referred to a nonparametric estimator for the probability of causation. Cuellar, however, never defined what an estimator was; nor did she differentiate nonparametric from parametric estimators. She displayed other equations, again without explaining their origin and meaning, or identifying symbols or meanings. Similarly, Rochelle E. Tractenberg, discussed the use of statistics as evidence and as part of inferring causal inference in litigation, in a model of unclarity. At one point, Tractenberg appeared to suggest that general causation could be taken from regulatory pronouncements. Her discussion of glyphosate implied that general causation was established, which may have led me to disregard her presentation.

Finally, the conference sported a discussion, “Toxic Tort 2.0: Emerging Trends in Climate Change Related Litigation,” The two presenters were Dr. L. Delta Merner, the “Lead Scientist” for the Science Hub for Climate Litigation, Union of Concerned Scientists, and Dr. Paul A. Hanle, Visiting Scholar and  Founder of the Climate Judiciary Project, Environmental Law Institute. The Science Hub actively promotes climate change litigation, which made me wonder whether its scientists are involved in that new chapter in the upcoming fourth edition of the Reference Manual.

Systematic Reviews versus Expert Witness Reports

July 2nd, 2025

Back in November 2024, I posted that the fourth edition of the Reference Manual on Scientific Evidence was completed, and that its publication was imminent. I based my prediction upon the National Academies’ website that reported that the project had been completed. Alas, when no Manual was forth coming, I checked back, and the project was, and is as of today, marked as “in progress.” The NASEM website provides no explanation for the retrograde movement. Could the Manual have been DOGE’d? Did Robert F. Kennedy Jr. insist that a chapter on miasma theory be added?

Ever since the third edition of the Manual arrived, I have tried to identify its strengths and weaknesses, and to highlight topics and coverage that should be improved in the next edition. In 2023, knowing that people were working on submissions for the fourth edition, I posted a series of desiderata for the new edition.[1] I might well have extended the desiderata, but I thought that work was close to completion.

One gaping omission in the third edition of the Manual, which I did not address, is the dearth of coverage of the synthesis of data and evidence across studies. To be sure, the chapter on medical testimony does discuss the “hierarchy of medical evidence, and places the systematic review at the apex.[2] The chapter on epidemiology, however, fails to discuss systematic reviews in a meaningful way, and treats meta-analysis, which ideally pre-supposes a systematic review, with some hostility and neglect.[3]

Notwithstanding the glaring omission in the 2011 version of the Reference Manual, the legal academy had been otherwise well aware of the importance of properly conducted systematic reviews. Back in 2006, Professor Margaret Berger organized a symposia on law and science, at which John Ioannidis presented on the importance of systematic reviews.[4] Lisa Bero also presented on systematic reviews and meta-analyses, and identified a significant source of bias in such reviews that results when authors limit their citations to studies that support their pre-selected, preferred conclusion.[5] Bero’s contribution, however, missed the point that a well-conducted systematic review makes cherry picking much more difficult, as well as obvious to the reader.

The high prevalence of biased citation and consideration of, and reliance upon, studies is a major source of methodological error in courtroom proceedings. Even when the studies relied upon are reasonably well done, expert witnesses can manipulate the evidentiary display through biased selection and exclusion of what to present in support of their opinions. Sometimes astute judges recognize and bar expert witnesses who would pass off their opinions, as well considered, when they are propped up only by biased citation. Unfortunately, courts have not always been vigilant and willing to exclude expert witnesses who proffer biased, invalid opinions based upon cherry-picked evidence.[6] Given that cherry picking or “biased citation” is recognized in the professional community as rather serious methodological sins, judges may be astonished to learn that both phrases, “cherry picking” and “biased citation” do not appear in the third edition of the Reference Manual on Scientific Evidence. With the delay in publishing the fourth edition, there is still time to add citations to careful debunking of biased citation, such as the reverse-engineered systematic review and meta-analysis in last year’s decision in the paraquat parkinsonism litigation.[7]

When I began my courtroom career, systematic reviews of the evidence for a causal claim were virtually non-existent. Most reviews and textbook chapters were hipshots that identified a few studies that supported the author’s preferred opinion, with perhaps a few disparaging words about a study that contradicted the author’s preferred outcome. On a controversial issue, lawyers could generally find a textbook or review article on either side of an issue. Cross-examination on a so-called “learned treatise,” however, was limited. In state courts, the learned treatise was not admissible for its truth, but only to show that expert witnesses should not be believed when they disagreed with the statement. It was all too easy for an expert witness to declare, “yes, I disagree with that one sentence, on one page, out of 1,500 pages, in that one book.”

In federal courts, the applicable rule of evidence makes the learned treatise statement admissible for its truth:

“Rule 803. Exceptions to the Rule Against Hearsay

The following are not excluded by the rule against hearsay, regardless of whether the declarant is available as a witness:

(18) Statements in Learned Treatises, Periodicals, or Pamphlets . A statement contained in a treatise, periodical, or pamphlet if:

(A) the statement is called to the attention of an expert witness on cross-examination or relied on by the expert on direct examination; and

(B) the publication is established as a reliable authority by the expert’s admission or testimony, by another expert’s testimony, or by judicial notice.

If admitted, the statement may be read into evidence but not received as an exhibit.”

While this rule historically had some importance in showing the finder of fact that the opinion given in court was not shared with the relevant expert community, the rule was and is problematic. Exactly what counts as “learned” is undefined. Expert witnesses on either side can simply endorse a treatise, a periodical, or a pamphlet as learned to enable a lawyer to use it on direct or cross-examination, and make its contents admissible. The rule was drafted and enacted in 1975, when another rule, Rule 702, was generally interpreted to place no epistemic restraints upon expert witnesses. Allowing Rule 803(18) to be invoked without the epistemic constraints of Rules 702 and 703 raised few concerns in 1975, but in the aftermath of Daubert (1993), the tension within the Federal Rules of Evidence requires that the admissibility of a statement in a learned treatise cannot save an expert witness opinion that is not otherwise sufficiently grounded and valid.[8]

Systematic reviews are a different kettle of fish from the sort of textbook opinions of the 1970s and 1980s, which often lacked comprehensive assessments and consistent application of criteria for validity. The intersection of the evolution of Rule 702 and systematic reviews is remarkable. When Rule 702 was drafted, systematic reviews were non-existent. When the Supreme Court decided the Daubert case in 1993, systematic reviews were just emerging as a different and superior form of evidence synthesis.[9] The lesson for judges, regulators, and lawyers is that the standards for valid synthesis of studies and lines of evidence have changed and become more demanding.

In 2009, several professional groups produced an important guidance for reporting systematic reviews, “the Preferred Reporting Items for Systematic reviews and Meta-Analyses,” or PRISMA.[10] Although the PRISMA guidance ostensibly addresses reporting, if authors have not done something that should be reported, their failure to do it and report about it can be identified as a significant omission from their publication. One of the PRISMA specifications called for the writing of a protocol for any systematic review, and for making this protocol available to the scientific community and the public. The protocol will identify the exact clinical issue under review, the kinds of evidence that bear on the issue, and criteria for including or excluding studies that should be included in the review. The requirement of pre-registration has the ability to damp down data dredging in observational studies and experiments, and to help readers see when authors reverse engineered systematic reviews by declaring their criteria for inclusion and exclusion after reading candidate studies and their conclusions.

In 2011, the Centre for Reviews and Dissemination, at the University of York in England, developed an internet archive, PROSPERO, for prospectively registering systematic reviews. In addition to reducing duplication of systematic reviews, PROSPERO aimed to increase transparency, validity, and integrity of the systematic reviews. Around the same time, the Center for Open Science, also set up a web-based archive for systematic review protocols.[11]

Reviews purporting to be systematic are now commonplace. By 2018, ROSPERO had registered over 30,000 records, but of course, some scientists may have registered systematic reviews which they never completed.[12] Despite the publication of professional guidances, carefully performed systematic reviews can still be hard to find.[13]

In federal court, expert witnesses must proffer their opinions in a specified form. Back in the 1980s, federal court practice on expert witnesses was “loose” not only on admissibility issues, but also on the requirements for pre-trial disclosure of opinions. In some federal districts, such as those within Pennsylvania, federal judges took their cues not from the language of the Federal Rules of Civil Procedure, but from state court practice, which required only cursory disclosure of top-level opinions without identifying all facts and data relied upon by the proposed expert witness. In many state courts, and in some federal judicial districts, lawyers had a difficulty obtaining judicial authorization to conduct examinations before trial to discover all the bases and reasoning (if any) behind an expert witness’s opinion. Under the current version of the Federal Rules of Civil Procedure, trial by ambush has generally given way to full discovery. The current version of Rule 26 provides:

Rule 26. Duty to Disclose; General Provisions Governing Discovery

(a) Required Disclosures.

* * *

(2) Disclosure of Expert Testimony.

(A) In General. In addition to the disclosures required by Rule 26(a)(1) , a party must disclose to the other parties the identity of any witness it may use at trial to present evidence under Federal Rule of Evidence 702 703 , or 705 .

(B) Witnesses Who Must Provide a Written Report. Unless otherwise stipulated or ordered by the court, this disclosure must be accompanied by a written report—prepared and signed by the witness—if the witness is one retained or specially employed to provide expert testimony in the case or one whose duties as the party’s employee regularly involve giving expert testimony. The report must contain:

(i) a complete statement of all opinions the witness will express and the basis and reasons for them;

(ii) the facts or data considered by the witness in forming them;

(iii) any exhibits that will be used to summarize or support them;

(iv) the witness’s qualifications, including a list of all publications authored in the previous 10 years;

(v) a list of all other cases in which, during the previous 4 years, the witness testified as an expert at trial or by deposition; and

(vi) a statement of the compensation to be paid for the study and testimony in the case.

An expert’s report or disclosure under Rule 26 remains a far cry from a systematic review, but the Rule goes a long way towards eliminating trial by ambush and surprise in requiring a complete statement of all opinions, all the bases and reasons for the opinions, and all the facts or data considered in reaching the opinions. The requirements of Rule 26, combined with a mandatory oral deposition, go a long way to help reveal cherry picking and motivated reasoning in an expert witness’s opinions.


[1] Schachtman, “Reference Manual – Desiderata for 4th Edition – Part I – Signature Diseases,” Tortini (Jan. 30, 2023); “Reference Manual – Desiderata for 4th Edition – Part II – Epidemiology & Specific Causation,” Tortini (Jan. 31, 2023); “Reference Manual – Desiderata for 4th Edition – Part III – Differential Etiology,” Tortini (Feb. 1, 2023); “Reference Manual – Desiderata for 4th Edition – Part IV – Confidence Intervals,” Tortini (Feb. 10, 2023); “Reference Manual – Desiderata for 4th Edition – Part V – Specific Tortogens,” Tortini (Feb. 14, 2023); “Reference Manual – Desiderata for 4th Edition – Part VI – Rule 703,” Tortini (Feb. 17, 2023).

[2] See John B. Wong, Lawrence O. Gostin, and Oscar A. Cabrera, “Reference Guide on Medical Testimony,” in Reference Manual on Scientific Evidence 687, 723-24 (3d ed. 2011) (discussing hierarchy of medical evidence, with systematic reviews at the apex).

[3] Schachtman, “The Treatment of Meta-Analysis in the Third Edition of the Reference Manual on Scientific Evidence,” Tortini (Nov. 14, 2011).

[4] John P.A. Ioannidis & Joseph Lau, Systematic Review of Medical Evidence, 12 J.L. & Pol’y 509 (2004).

[5] Lisa Bero, “Evaluating Systematic Reviews and Meta-Analyses,” 14 J. L. & Policy 569, 576 (2006).

[6] See Schachtman, “Cherry Picking; Systematic Reviews; Weight of the Evidence,” Tortini (April 5, 2015); “The Fallacy of Cherry Picking As Seen in American Courtrooms,” Tortini (May 3, 2014);  “The Cherry-Picking Fallacy in Synthesizing Evidence,” Tortini (June 15, 2012).

[7] In re Paraquat Prods. Liab. Litig., 730 F. Supp. 3d 793 (S.D. Ill. 2024); see also Schachtman, “Paraquat Shape-Shifting Expert Witness Quashed,” Tortini (Apr. 24, 2024).

[8] See Schachtman, “Unlearning the Learned Treatise Exception,” Tortini (Aug. 21, 2010).

[9] Iain Chalmers, Larry V. Hedges, Harris Cooper, “A Brief History of Research Synthesis,” 25 Evaluation & the Health Professions 12 (2002); Mark Starr, Iain Chalmers, Mike Clarke, Andrew D. Oxman, “The origins, evolution, and future of The Cochrane Database of Systematic Reviews,” 25 Int J. Technol. Assess. Health Care s182 (2009); Mike Clarke, “History of evidence synthesis to assess treatment effects: personal reflections on something that is very much alive,” 109 J. Roy. Soc. Med. 154 (2016). See also Wen-Lin Lee, R. Barker Bausell & Brian M. Berman, “The growth of health-related meta-analyses published from 1980 to 2000,” 24 Eval. Health Prof. 327 (2001).

[10] Alessandro Liberati, Douglas G. Altman, Jennifer Tetzlaff, Cynthia Mulrow, Peter C. Gøtzsche, John P.A. Ioannidis, Mike Clarke, Devereaux, Jos Kleijnen, and David Moher, “The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration,” 151 Ann Intern Med. W-65 (2009); “The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration,” 6 PLoS Med. e1000100 (2009).

[11] Alison Booth, Mike Clarke, Gordon Dooley, Davina Ghersi, David Moher, Mark Petticrew & Lesley Stewart, “The nuts and bolts of PROSPERO: an international prospective register of systematic reviews,” 1 Systematic Reviews 1 (2012); Alison Booth, Mike Clarke, Davina Ghersi, David Moher, Mark Petticrew, Lesley Stewart, “An international registry of systematic review protocols,” 377 Lancet 108 (2011).

[12] Matthew J. Page, Larissa Shamseer, and Andrea C. Tricco, “Registration of systematic reviews in PROSPERO: 30,000 records and counting,” 7 Systematic Reviews 32 (2018).

[13][13] John P. Ioannidis, “The Mass Production of Redundant, Misleading, and Conflicted Systematic Reviews and Meta-analyses,” 94 Milbank Q. 485 (2016).

Judging Science Symposium

May 25th, 2025

While waiting for the much delayed fourth edition of the Reference Manual on Scientific Evidence, you may want to take a look at a recent law review issue on expert witnesses issues. Back in November 2024, the Columbia Science & Technology Law Review held its symposium at the Columbia Law Review on “Judging Science.” The symposium explored current judicial practice for, and treatment of, scientific expert witness testimony in the United States. Because the symposium took place at Columbia, we can expect any number of antic proposals for reform, as well.

Among the commentators on the presentations were Hon. Jed S. Rakoff, Judge on the Southern District of New York,[1] and the notorious Provost David Madigan, from Northeastern University.[2]

The current issue (vol. 26, no.2) of the Columbia Science and Technology Law Review, released on May 23, 2025, contains papers originally presented at the symposium:

Edith Beerdsen, “Unsticking Litigation Science.”

Edward Cheng, “Expert Histories.”

Shari Seidman Diamond & Richard Lempert, “How Experts View the Legal System’s Use of Scientific Evidence.”

David Faigman, “Overcoming Judicial Innumeracy.”

Maura Grossman & Paul Grimm, “Judicial Approaches to Acknowledged and Unacknowledged AI-Generated Evidence.”

Valerie Hans, “Juries Judging Science.”

Enjoy the beach reading!


[1] See Schachtman, “Scientific illiteracy among the judiciary,” Tortini (Feb. 29, 2012).

[2] See, e.g., In re Accutane Litig., No. 271(MCL), 2015 WL 753674 (N.J. Super., Law Div., Atlantic Cty., Feb. 20, 2015) (excluding plaintiffs’ expert witness David Madigan); In re Incretin-Based Therapies Prods. Liab. Litig., 524 F. Supp. 3d 1007 (S.D. Cal. 2021), aff’d, No. 21-55342, 2022 WL 898595 (9th Cir. Mar. 28, 2022) (per curiam). Provost Madigan is stepping down from his position next month. Sonel Cutler, Zoe MacDiarmid & Kate Armanini, “Northeastern Provost David Madigan to step down in June,” The Huntington News (Jan. 16, 2025).

ABA Publishes Bad Advice on How to Defeat So-Called Daubert Motions

January 3rd, 2025

There are some science expert witnesses, such as Ronald Melnick and David Michaels, who testify for the lawsuit industry, who seem to believe that the so-called “Daubert” motion is an immoral attempt to exclude important scientific opinions at trial.[1] Melnick and Michaels and their ilk appear to have persuaded themselves that they should have the unfettered right to influence the fact-finding process with their opinions, regardless of validity concerns.

Most lawyers approach motions to exclude expert witness opinion testimony from an adversarial perspective. They are duty bound to probe their adversaries’ expert witnesses’ opinions for legally fatal invalidity. With respect to their own expert witnesses, the last thing that lawyers wish to happen on their watch is for the court to exclude an expert witness whom they selected and shepherded in the litigation process. Lawyers do their best, but they usually admit, at least in some cases, that from the umpire’s perspective they should lose.

A recent article published by the American Bar Association (ABA) offers advice how to defeat an adversary’s so-called Daubert motion.[2] The article does not admit that sometimes the motion might be well taken, and so it fits into the Swiftean view of lawyers as “a society of men among us, bred up from their youth in the art of proving, by words multiplied for the purpose, that white is black, and black is white, according as they are paid.”[3]

Perhaps we should not be too harsh in criticizing an article on how to defeat a Daubert motion that fails to ask whether the opposition is epistemically warranted. Still, this recent offering seriously misleads young lawyers who seek to defeat evidentiary challenges to their expert witnesses.

The first problem is that this how-to article perpetuates the mistake that there is even a thing called a Daubert challenge.  The Daubert case was decided over 30 years ago, based upon a version of a congressionally approved rule that is no longer in effect.[4] The holding of the case was simply that Congress, in enacting the original Rule 702, did not incorporate the holding of Frye v. United States into the promulgated rule.[5]

There was, of course, some interesting and important dicta in the Daubert opinion, but the authors do a disservice to the bar to repeat the dicta as though they were good law. The issue of the meaning of the original Rule 702 was addressed again multiple times after Daubert, in ways that certainly affected the oft-quoted dicta, and which led to two substantive revisions of Rule 702. We are thus now so far removed from the Daubert case itself that it really is time to stop the mindless recitation of its dicta.

What follows the discussion of the Daubert case, in this how-to article, is no less discouraging. The authors offer five tips, each of which is problematic.

“1. The Best Defense Is a Good Offense—Vet Offered Experts Thoroughly”

The authors advise that “Knowing the potential weaknesses of an expert’s background can help your client guard against Daubert challenges early by picking the right expert to avoid impeachment issues, or by allowing you to minimize the offered expert’s weaknesses through the expert’s report and opinion, or other testimony.”

True, true, and immaterial. Impeachment of an otherwise qualified witness is indeed an important consideration for trial, but it has nothing to do with Rule 702. Indeed, evaluating how expert witnesses will hold up to cross-examination assume that their testimony will be admitted.  To the extent that Rule 702 requires a witness qualified by education, experience, or training, the bar for qualification is set very low. Very few Rule 702 motions challenge proffered expert witnesses on grounds that they are unqualified.

“2. Research Standards and Methodologies Commonly Used and Accepted by Courts in Similar Fact Patterns”

The authors somewhat more relevant advise that “[n]ew lawyers can also assist with defending against Daubert challenges by thoroughly researching expert methodologies that have been previously accepted by courts in similar situations. If a court has previously accepted a methodology that your expert expects to use, this will demonstrate that the methodology is reliable and commonly accepted in the expert’s given field.”

There is, of course, a sense in which this advice is true, but still the Sinatra article is very misleading. There are some cases that turn on the use of crack-pot methodologies, and these methodologies should be avoided. Most expert witnesses, however, are smart enough to dress up their opinions to appear to have been reached by the use of a recognizable, generally accepted methodology. In litigation over alleged chronic health effects, plaintiffs’ witnesses will invoke Bradford Hill’s considerations for determining whether an association is causal. Finding cases that find opinions based upon such considerations to be admissible, however will not protect expert witnesses who have not faithfully applied the considerations to the facts of the case at hand. To channel Seinfeld, it is not good enough for a restaurant to accept reservations; it must also honor those reservations.

“3. Highlight Your Expert Witnesses’ Credentials.”

Here again, the authors offer advice that is largely irrelevant to prosecuting or defending a Rule 702 motion: “Once your team decides to work with a particular expert to support your client, new lawyers can further assist in fending off Daubert challenges by highlighting your expert’s relevant credentials wherever appropriate.” Many successful Rule 702 motions have excluded the proffered opinion testimony of world-renown experts, which speaks volumes about how such experts think they can get away with sub-par work because it is only litigation.

“4. Point Out the Timing of the Daubert Challenge”

The authors advise that a Rule 702 motion might be defeated if made too late in the proceedings: “If a Daubert challenge is made at a late stage in the litigation, you may be able to overcome the challenge by arguing that your adversary has raised the issues too late in the proceedings.”

Tellingly, the authors cite no cases for this remarkable proposition, which implies that failing to make a pre-trial evidentiary challenge is a waiver of a trial objection. The proposition is wrong; there is nothing in Rule 702 that requires the motion to brought in advance of trial. There are, of course, many practical reasons why a party would wish to lodge the motion before trial, the most important of which is that the outcome of the motion might result in the entry of summary judgment and dismissal of the lawsuit before trial. Judicial and party economies shout for the motion to be made before trial, but not until after parties have the procedural ability to substitute new expert witness opinion. Additionally, a judge may set the timing of a Rule 702, which will then become part of a pre-trial order. Rule 702 is, however, a rule of admissibility, and nothing in the rule or the case law prevents a motion from being brought in the middle of a trial. Moreover, if a motion were brought before trial, and denied, the loser would have to assert the objection again, or make a motion to strike testimony, at trial in order to preserve the denial for appeal.

There is also a large difference in what may be done in a pre-trial Rule 702 motion than can be accomplished at trial. The moving party may present testimony, as well as materials that are not themselves otherwise admissible at trial, in support of the motion. Rule 702 motions can sometimes take days of courtroom time, and the trial judge has the opportunity to appreciate the nuances of what may be a complex argument about validity or sufficiency of evidence. What is glaringly wrong, however, in the authors’ argument is that pre-trial discovery really must be over for a Rule 702 motion to be effective and timely.

“5. Highlight Why the Expert’s Testimony Is Relevant and Will Aid the Fact Finder”

The authors urge opponents to stress relevancy and helpfulness. Relevancy is a fairly trivial requirement and not part of Rule 702 (or “Daubert”) itself. Helpfulness, or aiding the fact finder, is a measure of admissibility, but it stands to reason that opinion testimony that lacks a valid and sufficient foundation can never really be helpful to or be relied upon by the finder of fact.

Perhaps most egregious in this ABA article is its complete failure to note that the relevant rule is a statute that has been only recently amended. The words of the statute should be the starting point for any lawyer, young or old, as well as for judges. Given that the statute was just amended, the authors of this ABA “young lawyers” advice might well have suggested to their readers that they actually read and comply with the rule, and that they spend a few minutes reading the Rules Advisory Committee notes on why the rule was amended.

Social media platforms enjoy substantial immunity, under Section 230 of the Communications Decency Act, for the crazy stuff published by users of their platforms. I don’t know whether the ABA has potential legal liability for what it publishes, but it certainly has an ethical responsibility not to disseminate bad advice.


[1] Ronald L. Melnick, “A Daubert Motion: A Legal Strategy to Exclude Essential Scientific Evidence in Toxic Tort Litigation,” 95 Am. J. Pub. Health S30 (2005) (“However, if a judge does not have adequate training or experience in dealing with scientific uncertainty, understand the full value or limit of currently used methodologies, or recognize hidden assumptions, misrepresentations of scientific data, or the strengths of scientific inferences, he or she may reach an incorrect decision on the reliability and relevance of evidence linking environmental factors to human disease.”).

[2] Maria Sinatra and Gianna E Cricco-Lizza, “5 Tips for New Lawyers to Defeat Daubert Challenges,” Am. Bar Ass’ n (Oct. 4, 2024).

[3] Jonathan Swift, Gulliver’s Travels: Travels into Several Remote Nations of the World, Part IV, Chapter 5 (1727).

[4] Daubert v. Merrell Dow Pharmaceuticals, Inc., 509 U.S. 579 (1993).

[5] Frye v. United States, 293 F. 1013 (D.C. Cir. 1923).