Claims

Clustering judge-derived divergence topics yields 991 themes, with immunosuppression and pregnancy timing among the highest judge-rated priorities

Claim · All claims
Evidence · 1 study · associational r2 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q2 i? Clustering 16,113 deduplicated divergence topics yields 991 themes, 237 with at least 10 distinct variants; mycophenolate–pregnancy timing is rated high significance in 95% of rated instances and pregnancy recommendations in 91%. → Yubo Li 2026

Evidence

Yubo Li 2026

Yubo Li, Rema Padman, Ramayya Krishnan. (2026). Auditing Institutional Heterogeneity for Generative AI in Patient Education: A Large-Scale Study of 102 US Transplant Handbooks. arXiv preprint. https://arxiv.org/abs/2607.22606 doi:10.48550/arxiv.2607.22606

q2 · i? · associational · r2

Exploratory theme-clustering analysis embedding 16,113 deduplicated divergence_topic strings with all-MiniLM-L6-v2 and average-linkage agglomerative clustering at cosine threshold 0.35. The article states these are model-derived priorities that "require clinical adjudication before use in patient care."

"mycophenolate– pregnancy timing is rated high in 95% of rated instances, pregnancy recommendations in 91%, and continuation of immunosuppressants during pregnancy in 98% in a smaller cluster."

Discussion

Page metadata
Field Value
type claim
id judge-derived-991-theme-disagreement-taxonomy
title Clustering judge-derived divergence topics yields 991 themes, with immunosuppression and pregnancy timing among the highest judge-rated priorities
description Clustering judge-derived divergence topics yields 991 themes, with immunosuppression and pregnancy timing among the highest judge-rated priorities
status review
evidence_strength weak
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-10
trust unverified — no one has confirmed this page's content
sources 1 — yubo-li-2026

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