{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002543074,0.0001186962,0.0003536443,0.0001793259,0.0000913972,0.00005073986,0.0002003031,0.00009437196,0.000670995],"category_scores_gemma":[0.00004722603,0.0001040487,0.00004483074,0.0005480128,0.00003517561,0.00007392066,0.00009145423,0.0001748751,0.0001713139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805245,"about_ca_system_score_gemma":0.001121116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002320691,"about_ca_topic_score_gemma":0.0001289621,"domain_scores_codex":[0.9989548,0.00004785454,0.000317232,0.0002922087,0.0001715955,0.0002163436],"domain_scores_gemma":[0.9994996,0.0000440488,0.00006966048,0.000244471,0.00004554391,0.00009666108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001507426,0.001507202,0.6178172,0.002119544,0.000164067,0.0002377111,0.001406269,0.0000429985,0.0001793669,0.02660861,0.2426081,0.1058016],"study_design_scores_gemma":[0.01348822,0.0007505867,0.6891417,0.005078944,0.0001191739,0.0004348609,0.004722628,0.0002036152,0.0006307464,0.0009130244,0.2841376,0.000378893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744736,0.001832966,0.00002466129,0.01708509,0.0006827957,0.00120533,0.00007626489,0.000004681385,0.1046146],"genre_scores_gemma":[0.9922971,0.0000484536,0.003583704,0.001249808,0.00009772424,0.00005301295,0.00008847096,0.000008472201,0.002573261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1178235,"threshold_uncertainty_score":0.7346924,"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."}}