{"id":"W4399462269","doi":"10.32388/63yujo","title":"The “Mental Health Crisis” and the Non-Being of the Mad","year":2024,"lang":"en","type":"preprint","venue":"Qeios","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dignity; Mental health; Psychiatry; Population; Criminology; Political science; Distress; Medicine; Psychology; Law; Environmental health; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006182711,0.0001531415,0.0002072381,0.00002068924,0.00113324,0.0001946766,0.0003279245,0.00004742017,0.0001461032],"category_scores_gemma":[0.000003475197,0.00006138343,0.0001446145,0.00001685213,0.0003683135,0.00001291172,0.0005682713,0.0006015968,0.00002882416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003487007,"about_ca_system_score_gemma":0.0001669435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592544,"about_ca_topic_score_gemma":0.001891037,"domain_scores_codex":[0.9988939,0.0001338047,0.0003430326,0.0001929741,0.0002123332,0.0002239178],"domain_scores_gemma":[0.999236,0.00009667745,0.0001868417,0.0004091007,0.00001823349,0.00005308356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001012866,0.00002920533,0.0002310875,0.00174851,0.00008841722,3.29346e-7,0.1301976,5.097755e-7,1.633681e-7,0.5374592,0.323325,0.006818743],"study_design_scores_gemma":[0.0007730845,0.00008480897,0.0006901982,0.001103237,0.00006678257,0.000006426688,0.03751115,0.0002125231,0.00001004285,0.1996334,0.75969,0.0002182657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2679667,0.09616993,0.000002415598,0.3190092,0.0378416,0.004296325,0.0005807559,0.0000885542,0.2740445],"genre_scores_gemma":[0.9832401,0.00204116,0.000007997901,0.005528267,0.001125731,0.00006717093,0.00001114481,0.00002170152,0.007956672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7152734,"threshold_uncertainty_score":0.8716078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017793010506253,"score_gpt":0.278926336588582,"score_spread":0.261133326082329,"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."}}