{"id":"W7001972702","doi":"","title":"Mental Illness and Public Authority: A Rights-Based Framework","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mental illness; Human rights; Legislature; Legislation; Mental health law; State (computer science); Mental health; Constraint (computer-aided design)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01065747,0.0006341944,0.0004562202,0.003737041,0.008395247,0.01332872,0.001975755,0.00530482,0.00565248],"category_scores_gemma":[0.00679889,0.00040171,0.0009265548,0.00162314,0.06990514,0.01582034,0.008084257,0.005639956,0.0005707026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209694,"about_ca_system_score_gemma":0.01439546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145324,"about_ca_topic_score_gemma":0.00820649,"domain_scores_codex":[0.9901986,0.006063014,0.0002668904,0.000699151,0.00110283,0.001669439],"domain_scores_gemma":[0.9932627,0.004460618,0.0005701779,0.0003689601,0.0006172791,0.0007203549],"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":[0.000001160496,0.000004894574,0.00005344948,0.000006004649,7.98621e-7,0.00002640063,0.0009888834,0.0001087887,0.000007513811,0.9980901,0.0002042416,0.0005077327],"study_design_scores_gemma":[0.00001390918,0.0000108465,0.0002344687,0.0001519303,0.000004919853,0.00005680314,0.003042595,0.0004204648,0.00005324165,0.962198,0.03380016,0.00001261589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02957509,0.008565608,0.06079715,0.1096723,0.0007051174,0.0001839905,0.0001178511,0.00003965724,0.7903432],"genre_scores_gemma":[0.9579296,0.004247796,0.01051364,0.004015031,0.0008246122,0.0002265963,0.00005932323,0.00003375404,0.02214957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0145324,"threshold_uncertainty_score":0.08776987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438165613543435,"score_gpt":0.2841871709542702,"score_spread":0.2698055148188359,"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."}}