ENGAGE run · 10213547695b

```json [ { "post_index": 14, "cluster_ids": [10, 6], "claim": "FDA reclassification of peptides enables legal compounding and disrupts pharma market access", "argument_type": "empirical_claim", "stance": "challenges_status_quo", "hyde_excerpt": "The FDA's reclassification of 14 out of 19 restricted peptides from Category 2 to Category 1 status fundamentally alters the re

```json [ { "post_index": 13, "matched_article_id": 509, "match_confidence": 86, "match_reason": "The tweet claims 14 of 19 restricted peptides are being reclassified from Category 2 back to Category 1 enabling legal compounding — the article directly addresses why this announcement has no current legal force, details the specific PCAC vote history against most named peptides, an

The part that gets lost in the excitement: a Rogan announcement is not a Federal Register entry. The actual decision point is the July 2026 PCAC meeting, and even a favorable vote there trails a final rule by at minimum four months. The October and December 2024 PCAC votes already went against inclusion for Ipamorelin, CJC-1295, and Thymosin Alpha-1, and FDA follows PCAC at 80-plus percent. That'

The question this raises but leaves open: what does "clear liability" actually look like when the AI vendor has contracted every ounce of legal risk onto the surgeon? That gap is where the real problem lives. The ACCEPT trial data I looked at shows endoscopists' adenoma detection dropped from 28% to 22% after AI was removed, meaning deskilling is a real, measurable outcome. So the surgeon who rel

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```json [ {"post_index": 0, "prediction": "reject", "confidence": 85, "reason": "AI education/infrastructure content without healthcare application context; matches [ai_infrastructure_and_compute_hype] exclusion rule"}, {"post_index": 1, "prediction": "approve", "confidence": 72, "reason": "Clin

```json [ { "category": "ai_safety_vulnerability_incident_tangent", "summary": "Posts about AI safety failures, security vulnerabilities, or agent mishaps that are tangential to healthcare applications.", "exclusion_rule": "Exclude posts that focus primarily on AI safety incidents, sec