{"id":"W1993495511","doi":"10.1080/j.1440-1614.2004.01429.x","title":"What Determines Compulsory Community Treatment? A Logistic Regression Analysis Using Linked Mental Health and Offender Databases","year":2004,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Mental health; Logistic regression; Marital status; Legislation; Medicine; Population; Psychiatry; Mental health service; Family medicine; Demography; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01701443,0.0006425201,0.001152476,0.003143313,0.0009024109,0.002425184,0.001563189,0.0008709697,0.004137495],"category_scores_gemma":[0.06488504,0.0006277837,0.002592383,0.005771178,0.0005661144,0.001853897,0.001419653,0.001876024,0.0005449337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007853666,"about_ca_system_score_gemma":0.002475045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02293884,"about_ca_topic_score_gemma":0.01011451,"domain_scores_codex":[0.9786501,0.01596241,0.001433656,0.001761642,0.001194221,0.0009980354],"domain_scores_gemma":[0.9119409,0.07096828,0.01126742,0.002470816,0.001758067,0.001594411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004792111,0.0000919202,0.9937903,0.00005883908,0.0008167249,0.0001174931,0.00009630435,0.0004430306,0.00004166093,0.00008801277,0.0003743528,0.003602054],"study_design_scores_gemma":[0.0003601227,0.0007566117,0.9153162,0.0002922593,0.002350795,0.001070819,0.001933894,0.07513496,0.0003539922,0.00104991,0.001314488,0.00006579734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932472,0.0006721751,0.002833224,0.0008370182,0.00003010323,0.0001192123,0.001579529,0.00004934262,0.0006321071],"genre_scores_gemma":[0.9964929,0.0002074296,0.001937292,0.00006126096,0.00003152983,0.0001005646,0.0009315381,0.0000189376,0.0002185165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02293884,"threshold_uncertainty_score":0.08998197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808814438288265,"score_gpt":0.4487150792039852,"score_spread":0.2678336353751587,"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."}}