{"id":"W2163117280","doi":"10.12927/hcq..18104","title":"A Statistical Survey of Canadian Forensic Mental Health Inpatient Programs","year":2006,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Staffing; Mental health; Nova scotia; Forensic psychiatry; Population; Medicine; Psychiatry; Nursing; Psychology; Family medicine; Environmental health; Geography","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":[0.0009702012,0.0003046342,0.0002902666,0.004792822,0.002211966,0.001036434,0.001394552,0.0003287237,0.002929174],"category_scores_gemma":[0.003802806,0.0004107579,0.0005288198,0.0125695,0.0005438207,0.0003474076,0.0008929716,0.0004695961,0.0004486001],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03179417,"about_ca_system_score_gemma":0.03098445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926218,"about_ca_topic_score_gemma":0.9940112,"domain_scores_codex":[0.9973615,0.0001411901,0.0001509823,0.0002420572,0.001538456,0.0005657861],"domain_scores_gemma":[0.9945623,0.0002663239,0.001105783,0.0001432981,0.002925256,0.0009969913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004982332,0.00003807041,0.9832737,0.00006775428,0.0000463637,0.00005066258,0.000851997,0.00008780666,0.0001127802,0.0001861663,0.005654489,0.009580324],"study_design_scores_gemma":[0.000002148599,0.00001094013,0.9977872,0.0000104964,0.000004496012,0.00002272736,0.0005837879,0.00009468487,0.00001859984,0.000006495768,0.001452965,0.000005447413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580164,0.0009495303,0.0002365385,0.0006614398,0.00001519701,0.0001545637,0.03261026,0.00003963495,0.007316502],"genre_scores_gemma":[0.981312,0.001233228,0.0004409149,0.0002431491,0.00001462258,0.00009636337,0.01428735,0.00001668347,0.002355648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9682058,"threshold_uncertainty_score":0.2306839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548926528533059,"score_gpt":0.3467099157932516,"score_spread":0.311220650507921,"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."}}