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department of causation & health effects

Can it cause this — and did it, here?

Toxic tort asks two causation questions, not one. They rest on different evidence, are proved by different experts, and fail in different ways.

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What was the exposure?

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AI Research Conciergecausation & health effects · triage, not a substitute for an expert
Tell me about the matter — the substance, the disease at issue, and what stage you are at. I'll help scope what the causation showing requires and which disciplines it takes. I won't give an opinion on whether causation exists, and nothing here is medical advice.

A toxic tort plaintiff must establish both general causation — that the substance is capable of causing the disease at issue — and specific causation, that it caused this particular claimant's disease given everything else known about them. The two are genuinely separate. General causation is a question about populations, answered largely with epidemiology and toxicology. Specific causation is a question about an individual, answered by a clinician reasoning from that person's exposure, history, and differential diagnosis. A matter can have overwhelming general causation evidence and still fail on specific causation, and since Daubert directed courts to examine methodology rather than credentials, exclusion of causation experts in toxic tort has become common enough to be a primary litigation strategy in its own right.

specialization areas

Specialization areas in this department.

The two causation showings and the dose-response science underlying both. Each is proved by different experts and attacked in different ways.

methodology

How this department investigates.

How causation evidence is assembled and stress-tested before it is offered — the Institute orients on structure and evidence, and never on the conclusion.

Systematic literature assessmentThe epidemiological and toxicological body of evidence for the substance and disease, assessed as a whole rather than selectively.
Weight-of-evidence frameworkStructured evaluation across study types, using the considerations the field applies rather than an ad hoc reading.
Dose-response evaluationWhether the claimed exposure falls within a range the literature actually addresses, which is frequently where opinions overreach.
Differential etiology reviewHow alternative causes were identified, considered, and ruled in or out for the individual.
Latency analysisWhether the interval between exposure and diagnosis is consistent with what is known about the disease.
Admissibility stress-testingExamining an opinion the way an opposing Daubert motion will, before it is served rather than after.
common questions

Causation — the questions we hear.

What is the difference between general and specific causation?

General causation asks whether the substance is capable of causing the disease at all, in anyone, at exposure levels of the kind alleged. It is a population question, answered principally from epidemiology supported by toxicology and mechanistic evidence. Specific causation asks whether it caused this claimant's disease, and is an individual question answered by a clinician who considers the person's exposure, medical history, risk factors, and alternative explanations. Courts generally require both, and general causation is usually addressed first because failure there ends the matter regardless of the individual facts.

Why are causation experts excluded so often in these cases?

Because Daubert directs courts to examine the reliability of the methodology rather than the standing of the expert, and causation reasoning offers several places to go wrong. The recurring grounds are extrapolation from an accepted premise to an unfounded conclusion, failure to account adequately for obvious alternative explanations, reliance on studies at exposure levels far above those alleged, and reasoning the expert would not employ in their own professional practice. The last is the most quietly dangerous: an opinion assembled for litigation, using a method the field does not otherwise use, is vulnerable however eminent its author.

Is epidemiology required, or will animal and mechanistic data suffice?

It varies by jurisdiction and by the state of the science, and it is one of the more contested questions in the field. Courts have accepted general causation supported by toxicological and mechanistic evidence where human epidemiology is absent or thin, particularly for rare diseases or novel compounds where epidemiology may never exist. Others treat human data as effectively necessary. What consistently helps is coherence — animal findings, mechanistic plausibility, and whatever human evidence exists all pointing the same way — rather than reliance on a single study type carrying the whole argument.

What role does the relative risk threshold play?

Some courts have treated a relative risk above 2.0 as significant for specific causation, on the reasoning that it implies the exposure more likely than not caused the individual case. The argument is influential and also widely criticised, because it applies a population statistic to an individual and ignores whether that person's exposure and susceptibility resemble the study population. It is best understood as one consideration courts weigh rather than a rule, and expert opinions that rely on it exclusively — or that ignore it entirely where the case law expects engagement — both invite challenge.

Need the causation question assessed?

Describe the substance and the disease at issue. We will scope it and connect you with the right expert — usually within one business day.

contamination assistanttriage · not a causation opinion
Tell me about the matter — the substance, the disease at issue, and what stage you are at. I'll help scope what the causation showing requires and which disciplines it takes. I won't give an opinion on whether causation exists, and nothing here is medical advice.