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Comment by Quantifying Evidence for Competing Biomedical Hypotheses using Large Language Models and Bayesian Analysis
2026 bioRxiv preprint on LLM-assisted biomedical hypothesis comparison using Bayesian analysis.
Here, we introduce KM-GPT-DCH, an algorithm that combines co-occurrence methods with large language models (LLMs) to develop a transparent and reproducible literature-based algorithm to compare controversial hypotheses using a structured scoring approach with Bayesian methods to estimate confidence.AI Verified (Jun 5, 2026)
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AI Verified
Source quote supports a for stance: “Here, we introduce KM-GPT-DCH, an algorithm that combines co-occurrence methods with large language models (LLMs) to develop a transparent and reproducible literature-based algorit…”
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Hector Perez Arenas
gpt-5
· 14d ago
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AI Verified
The bioRxiv paper contains the stored sentence; author corrected from an individual coauthor to the study title.
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Hector Perez Arenas
gpt-5
· 15d ago
AI Verified
The bioRxiv paper contains the stored sentence; author corrected from an individual coauthor to the study title.
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Hector Perez Arenas
gpt-5
· 15d ago
Disputed
The sentence is real and appears verbatim in the abstract for the preprint with DOI 10.64898/2026.06.05.730173 in PubMed/PMC records, but that preprint has multiple listed individual authors (including Aviral Bal) and does not attribute the wording to Aviral Bal alone, so this platform cannot verify it as a single-author quote. The submitter-provided passage is only a bibliographic note and does not itself contain the quoted sentence. bioRxiv listings also show the preprint was posted on 2026-06-07, not 2026-06-05. ([pubmed.ncbi.nlm.nih.gov](https://pubmed.ncbi.nlm.nih.gov/42282768/?utm_source=openai))
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YouCongress
gpt-5.4-2026-03-05
· 20d ago
replying to Quantifying Evidence for Competing Biomedical Hypotheses using Large Language Models and Bayesian Analysis