{"id":"W4327585869","doi":"10.3138/9781487563202-009","title":"8 Mental Health, Recovery, and Prevention: Rethinking the Governance of Mental Abnormality in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Abnormality; Mental health; Corporate governance; Psychology; Political science; Psychiatry; Medicine; Business; Finance","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":[0.002476937,0.0004551911,0.0004179693,0.001792898,0.02061102,0.01496003,0.001934997,0.005809325,0.0154189],"category_scores_gemma":[0.006899629,0.0005750467,0.0004102978,0.003750963,0.01654644,0.00333823,0.004882426,0.007202327,0.0007018262],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1960023,"about_ca_system_score_gemma":0.4731585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968172,"about_ca_topic_score_gemma":0.99886,"domain_scores_codex":[0.9955765,0.0006601235,0.00008350032,0.0002595456,0.00120922,0.00221106],"domain_scores_gemma":[0.9953034,0.0008941811,0.0001390892,0.0001160186,0.0014583,0.002089025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001475896,0.00002510009,0.004229634,0.00008443969,0.000008872514,0.0003071293,0.03284898,0.0007622001,0.0001210087,0.6461825,0.2679982,0.0474172],"study_design_scores_gemma":[0.00001850859,0.00001433696,0.01669243,0.0006286029,0.00002456161,0.0001168821,0.04813259,0.0007552067,0.0001563863,0.0444237,0.888961,0.0000758361],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02703016,0.02194281,0.002271538,0.3977353,0.001766344,0.000125779,0.0004923503,0.0001074686,0.5485282],"genre_scores_gemma":[0.5560148,0.02086266,0.003202497,0.03752934,0.0004897631,0.0001219917,0.000244967,0.000240409,0.3812935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8039976,"threshold_uncertainty_score":0.9325233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145280451457518,"score_gpt":0.3116389520742943,"score_spread":0.1971109069285425,"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."}}