{"id":"W7117899953","doi":"10.5281/zenodo.18108927","title":"Health System Collapse: Misdiagnosis as Infrastructure in Nutritional Psychiatry","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":[0.003978483,0.0004368505,0.0003606896,0.002087552,0.01326493,0.009764516,0.001643185,0.00330657,0.003102947],"category_scores_gemma":[0.009892971,0.0003028642,0.0003109044,0.0021406,0.07960614,0.007623533,0.008863602,0.005465925,0.0001950088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05883006,"about_ca_system_score_gemma":0.05537039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4585272,"about_ca_topic_score_gemma":0.4789377,"domain_scores_codex":[0.9956462,0.001537237,0.0001518286,0.0003570612,0.001130575,0.001177109],"domain_scores_gemma":[0.9949002,0.002542145,0.0007598456,0.0003551774,0.00085275,0.000589883],"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":[0.0000243593,0.00001254447,0.004382697,0.0001083452,0.00001195404,0.0008679917,0.11684,0.0005853753,0.0001972892,0.8445792,0.01144132,0.02094897],"study_design_scores_gemma":[0.00002947729,0.00005008572,0.01324994,0.0007815271,0.00003369065,0.00109522,0.250383,0.002017697,0.0006299964,0.529707,0.201916,0.0001064407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2126034,0.0134823,0.02400863,0.5564802,0.002185391,0.0001142485,0.0001834496,0.0002016571,0.1907407],"genre_scores_gemma":[0.9839022,0.002939164,0.001269658,0.00784125,0.000268215,0.00001951301,0.00003060032,0.0000252014,0.003704287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4585272,"threshold_uncertainty_score":0.9117165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422850537052692,"score_gpt":0.2776010198271402,"score_spread":0.2633725144566133,"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."}}