ENGAGE run · 5f9596911843

```json [ { "post_index": 1, "cluster_ids": [4, 20], "claim": "Mandatory online appointment check-in replaces human receptionist workflow", "argument_type": "personal_anecdote", "stance": "challenges_status_quo", "hyde_excerpt": "The shift from human-mediated check-in workflows to mandatory digital pre-registration creates friction in patient engagement and eliminates a t

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```json [ { "post_index": 5, "cluster_ids": [1, 23], "claim": "TKI toxicity management requires shared decision-making beyond 'tolerable' thresholds", "argument_type": "personal_anecdote", "stance": "challenges_status_quo", "hyde_excerpt": "Tyrosine kinase inhibitor therapy in oncology presents a persistent clinical decision-making challenge: toxicity profiles force patie

```json [ { "post_index": 4, "matched_article_id": 779, "match_confidence": 80, "match_reason": "The tweet cites the DOJ's 324-defendant, $14.6B 'Operation Gold Rush' healthcare fraud prosecution — the same enforcement-scale event the article uses to argue that pre-payment analytics-driven interception is the real commercial signal, not the headline dollar figure; the article dir

```json [ { "post_index": 1, "cluster_ids": [6, 23], "claim": "Japan's drug pricing policy forces automatic price cuts on commercial successes", "argument_type": "empirical_claim", "stance": "challenges_status_quo", "hyde_excerpt": "Japan's price reimbursement system creates perverse incentives that penalize pharmaceutical companies for achieving market expansion and clin

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