{"id":"W2146039371","doi":"10.3109/00048674.2010.520009","title":"Australian and Canadian Mental Health Acts Compared","year":2010,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002954792,0.0004470876,0.0003923366,0.007198721,0.004465585,0.002632496,0.001174764,0.0006013328,0.01213629],"category_scores_gemma":[0.01509474,0.0002683833,0.0004974472,0.01153337,0.001247711,0.0009066901,0.001951204,0.001146982,0.0007950705],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04843245,"about_ca_system_score_gemma":0.04181429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987241,"about_ca_topic_score_gemma":0.9913283,"domain_scores_codex":[0.9914835,0.0008964095,0.00041071,0.0004631157,0.004570793,0.002175463],"domain_scores_gemma":[0.9854872,0.001290083,0.001491205,0.0003806563,0.009996491,0.001354378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007697184,0.0001828555,0.387661,0.001177119,0.0003036986,0.001149245,0.06947501,0.002064495,0.000626201,0.1452625,0.2422031,0.149125],"study_design_scores_gemma":[0.00002267463,0.00004586779,0.769664,0.0003534,0.00009226274,0.0002802821,0.03034691,0.0005353407,0.000290318,0.0009857534,0.1973059,0.00007717365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.500816,0.005823315,0.0007846108,0.009639273,0.0008419533,0.0003769069,0.02269887,0.00008162557,0.4589375],"genre_scores_gemma":[0.9389952,0.002890797,0.0007601666,0.001899029,0.00007355357,0.0001264314,0.00728765,0.00004400809,0.04792309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9515675,"threshold_uncertainty_score":0.3514037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179407921265642,"score_gpt":0.3617134322130504,"score_spread":0.329919353000394,"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."}}