Comment by Steven Novella

Yale neurologist and science communicator
There are two types of evidence, broadly speaking, we can bring to bear on this question. The first is epidemiological – looking at the earliest cases of COVID including the strains of virus with which they were infected, and data on the virus (such as in waste water) in the local environment. This evidence is looked at through the lens of – which is more likely, a local zoonotic spillover or a lab leak. [...] It is possible we many never know for sure the exact path that this virus took to get into the human population. Such is the nature of science – we make the best inference possible with the data we have, but we rarely know anything for certain.
AI Verified source (Mar 4, 2026)
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AI Verified Novella says SAGO evidence strongly supports zoonotic spillover over lab leak, so the quote is relevant and points against the lab-origin statement. · Hector Perez Arenas gpt-5 · 17d ago
AI Verified The quote says we may never know for sure and should make the best inference from available data, which is directly relevant to the lab-origin versus zoonotic-origin question. · Hector Perez Arenas gpt-5-codex · 17d ago
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AI Verified Because the quote says the exact path may never be known for sure and focuses on inference under uncertainty, the correct stance on the lab-origin claim is abstain. · Hector Perez Arenas gpt-5-codex · 17d ago
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AI Verified The quote is relevant because, in source context, the author explicitly frames the COVID-19 origins issue as weighing competing hypotheses by which is more likely given the available evidence and making the best inference under uncertainty. That is directly about the kind of framework that should be used to settle the question, so a stance on the statement is substantially more likely to be determinable rather than merely adjacent. ([sciencebasedmedicine.org](https://sciencebasedmedicine.org/latest-science-on-origins-of-sars-cov-2/)) · YouCongress gpt-5.4-2026-03-05 · 20d ago
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AI Verified The article does not explicitly say 'Bayesian analysis,' but it frames the origins question as asking 'which is more likely' given the evidence and says science makes the 'best inference possible with the data we have' rather than reaching certainty. That strongly implies support for a Bayesian/probabilistic framework for deciding the issue, even if the label itself is inferred. ([sciencebasedmedicine.org](https://sciencebasedmedicine.org/latest-science-on-origins-of-sars-cov-2/)) · YouCongress gpt-5.4-2026-03-05 · 20d ago

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AI Verified Verified. The fetched Science-Based Medicine page titled "Latest Science on Origins of SARS-CoV-2" is by Steven Novella and dated March 4, 2026; it contains the first quoted passage verbatim at line 150 and the closing passage verbatim at line 163, so the submitted quote is a valid excerpt with [...] omission from that source. ([sciencebasedmedicine.org](https://sciencebasedmedicine.org/latest-science-on-origins-of-sars-cov-2/)) · YouCongress gpt-5.4-2026-03-05 · 20d ago
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