{"id":"W2795614725","doi":"10.1177/0706743718766053","title":"Coercion in Outpatients under Community Treatment Orders: A Matched Comparison Study","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; Canadian Mental Health Association; St. Michael's Hospital","funders":"","keywords":"Coercion (linguistics); Psychological intervention; Psychiatry; Mental illness; Procedural justice; Mental health; Medicine; Psychology; Perception; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301167,0.000150361,0.0003209125,0.0003263461,0.0005403217,0.00004768167,0.0004778419,0.0001208272,0.0003712126],"category_scores_gemma":[0.00005113261,0.00009767058,0.00008210629,0.0003001636,0.0001788772,0.00003929926,0.00001104402,0.000725933,0.0001310875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099843,"about_ca_system_score_gemma":0.001542883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3196432,"about_ca_topic_score_gemma":0.9591633,"domain_scores_codex":[0.9973192,0.001334508,0.0006475165,0.0001126743,0.0002038873,0.0003822214],"domain_scores_gemma":[0.9984831,0.000150477,0.0003135701,0.0005120228,0.0001596132,0.0003812661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003856019,0.002002209,0.8638685,0.000006982528,0.0002981211,0.0002013124,0.1094541,0.00005095289,8.233185e-7,0.00103892,0.004993888,0.01769852],"study_design_scores_gemma":[0.002755717,0.00418521,0.8359638,0.0001418818,0.00005135462,0.0002446356,0.1456607,0.0000120866,6.218241e-7,0.008621912,0.002218967,0.0001430986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842998,0.0002579779,0.00003123801,0.00896733,0.004667233,0.0003156285,0.000009290961,0.00000583251,0.001445701],"genre_scores_gemma":[0.9987164,0.000001488499,0.0001942174,0.0006154979,0.0003493377,0.000004450567,0.000001593215,0.00001882042,0.00009816118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.63952,"threshold_uncertainty_score":0.6848873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101005823167811,"score_gpt":0.4192573543660827,"score_spread":0.3091567720493016,"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."}}