{"id":"W2923289262","doi":"10.1177/0706743719828961","title":"Service Users’ Knowledge and Views on Outpatients’ Compulsory Community Treatment Orders: A Cross-Sectional Matched Comparison Study","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mental Health Association; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Mental health; Medicine; CONTEST; Psychiatry; Quality of life (healthcare); Service (business); Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287455,0.0002111384,0.0004095312,0.0002581885,0.0007369004,0.0001090618,0.0004729835,0.0001469921,0.0004038427],"category_scores_gemma":[0.00002761843,0.0001398905,0.0001118816,0.0002354774,0.00009892129,0.00004934946,0.00001958667,0.0009609754,0.0003523591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018926,"about_ca_system_score_gemma":0.001218281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09786371,"about_ca_topic_score_gemma":0.7282871,"domain_scores_codex":[0.9972989,0.001259223,0.0006919467,0.0001796815,0.0002192553,0.0003509796],"domain_scores_gemma":[0.9979536,0.0003409196,0.0004040892,0.0005689021,0.000243257,0.0004892427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002314726,0.000895075,0.9580001,0.00001949276,0.0002309039,0.00002552368,0.03646505,0.00008781515,4.62879e-7,0.0002326181,0.001091254,0.00272029],"study_design_scores_gemma":[0.002382672,0.002584256,0.9555874,0.0001018104,0.00003329013,0.0002587088,0.03227077,0.00002257995,1.796814e-7,0.0008474552,0.005775807,0.0001350189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880623,0.000770751,0.000004066714,0.002537806,0.006097525,0.0005103143,0.00002687031,0.000008845094,0.001981496],"genre_scores_gemma":[0.9984412,0.000002703576,0.0001053233,0.000881207,0.0002709638,0.000005586081,0.000004647874,0.00002491743,0.0002634839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6304234,"threshold_uncertainty_score":0.9081437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283461081832058,"score_gpt":0.4199511335086694,"score_spread":0.2916050253254636,"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."}}