{"id":"W7117892724","doi":"10.5281/zenodo.18108926","title":"Health System Collapse: Misdiagnosis as Infrastructure in Nutritional Psychiatry","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); CLARITY; Public health; Governmentality; Corporate governance; Mental health; Conceptual framework; Narrative","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004274867,0.0004132077,0.0003539103,0.001896852,0.01591399,0.009999079,0.001685206,0.003348066,0.00291532],"category_scores_gemma":[0.00972493,0.0003075589,0.0003173206,0.001861711,0.08350417,0.008029613,0.009032013,0.006434901,0.000173707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06112811,"about_ca_system_score_gemma":0.06389862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5407575,"about_ca_topic_score_gemma":0.572035,"domain_scores_codex":[0.9957087,0.00147727,0.0001431344,0.0003393119,0.001132741,0.001198807],"domain_scores_gemma":[0.9947025,0.002571745,0.0007648991,0.0003495547,0.0008880396,0.0007231794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002375733,0.00001486542,0.005006776,0.0001050192,0.00001200798,0.0009796179,0.1602907,0.0005289142,0.0002182796,0.8013047,0.01191152,0.0196039],"study_design_scores_gemma":[0.0000297171,0.00004748998,0.01288755,0.0007939805,0.00003190693,0.000997063,0.3148488,0.001682135,0.0005895803,0.4733083,0.1946746,0.0001090267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2187841,0.01128501,0.0189725,0.574101,0.002006258,0.0001058536,0.0001587323,0.0001599567,0.1744266],"genre_scores_gemma":[0.9834409,0.002518404,0.001196817,0.009275207,0.0002285297,0.00001812183,0.00002536549,0.00002198831,0.003274758],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5407575,"threshold_uncertainty_score":0.9238942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502396533971531,"score_gpt":0.3413713834300589,"score_spread":0.3263474180903436,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}