{"id":"W1976616728","doi":"10.1093/bjsw/bch423","title":"International Perspectives on the Use of Community Treatment Orders: Implications for Mental Health Social Workers","year":2005,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Sociology; Environmental health; Psychiatry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02354065,0.0007589704,0.0007053296,0.003760074,0.02410225,0.02120182,0.003836668,0.01828192,0.01131242],"category_scores_gemma":[0.02589297,0.0006341611,0.0007915983,0.005268478,0.07437479,0.01682087,0.01248076,0.01353878,0.0006090228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03900892,"about_ca_system_score_gemma":0.0316775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09874851,"about_ca_topic_score_gemma":0.1077957,"domain_scores_codex":[0.9722257,0.01854619,0.0007752429,0.0009377783,0.0027597,0.004755485],"domain_scores_gemma":[0.9684938,0.02163357,0.00247311,0.0006098937,0.002587248,0.004202415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003766993,0.00008733449,0.001307753,0.0003429473,0.000006833231,0.001209923,0.2758152,0.0002372497,0.0001723439,0.6936244,0.01163953,0.01551875],"study_design_scores_gemma":[0.00002284771,0.00008906476,0.003818504,0.002496835,0.00001576126,0.0007015648,0.6688812,0.0002504397,0.0001845489,0.1024537,0.2210142,0.00007136449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04332345,0.03122574,0.001166601,0.7533412,0.001862,0.0000455074,0.00003914131,0.0000117597,0.1689846],"genre_scores_gemma":[0.8735723,0.04393784,0.001019528,0.06220054,0.00291358,0.0001488134,0.00003790362,0.00004686453,0.01612249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09874851,"threshold_uncertainty_score":0.2830308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580587688337596,"score_gpt":0.4404110627050932,"score_spread":0.2823522938713336,"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."}}