{"id":"W2142791785","doi":"10.1017/s096318011000006x","title":"Mental Health Acts in Canada","year":2010,"lang":"en","type":"article","venue":"Cambridge Quarterly of Healthcare Ethics","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Ideal (ethics); Mental health; Test (biology); Political science; Psychology; Law; Psychiatry; Computer science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002558269,0.000280944,0.0006328035,0.0002490472,0.0002434946,0.00001574669,0.0004533721,0.0005544975,0.00009760755],"category_scores_gemma":[0.0002174854,0.0002795613,0.00009003914,0.0004026607,0.0001668666,0.00006704935,0.00002216323,0.004059632,0.00005241786],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006046985,"about_ca_system_score_gemma":0.01393964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9750418,"about_ca_topic_score_gemma":0.9904748,"domain_scores_codex":[0.9953232,0.0009581478,0.001237841,0.000609225,0.0008194008,0.001052226],"domain_scores_gemma":[0.9967895,0.0009712282,0.0004306809,0.0008685323,0.000263681,0.0006764361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003142057,0.0004042198,0.0139723,0.001197711,0.00006420495,0.001348,0.06890604,0.000001929443,0.0002833522,0.04033491,0.01655528,0.8566179],"study_design_scores_gemma":[0.004347977,0.005563261,0.7214155,0.001721225,0.00001109075,0.002907074,0.1171158,0.0001343542,0.0001009145,0.001261632,0.143865,0.001556153],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911205,0.0006765135,0.00003222139,0.09903126,0.00714487,0.0005676929,0.0002983554,0.00004409092,0.001084519],"genre_scores_gemma":[0.9949249,0.00004921218,0.00029141,0.00417834,0.0002229997,0.00002426653,0.00006139991,0.00004587082,0.0002015862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8550617,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04338749465560857,"score_gpt":0.3910315530975133,"score_spread":0.3476440584419047,"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."}}