{"id":"W4410706055","doi":"10.12927/hcq.2025.27584","title":"A Contemporary Model of Care for Forensic Mental Health Services in Ontario","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Best practice; Criminal justice; Mental illness; Forensic psychiatry; Forensic science; Economic Justice; Medicine; Nursing; Psychology; Public relations; Psychiatry; Criminology; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007613662,0.0004867363,0.000284519,0.001431387,0.01565986,0.00851832,0.003868299,0.00264412,0.007311636],"category_scores_gemma":[0.009540807,0.0005870314,0.0005637642,0.003480911,0.01263663,0.003560597,0.005972036,0.003099047,0.0009306746],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2017839,"about_ca_system_score_gemma":0.4452487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9641912,"about_ca_topic_score_gemma":0.9887037,"domain_scores_codex":[0.9889204,0.002834346,0.000578519,0.0008610968,0.004068472,0.002737206],"domain_scores_gemma":[0.9864868,0.0008610031,0.000724168,0.0005898111,0.00514511,0.006193041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001274207,0.0004391055,0.04401025,0.0009612305,0.00006473491,0.002595203,0.0774787,0.007097606,0.001736492,0.5514963,0.145792,0.1682009],"study_design_scores_gemma":[0.0001483106,0.0003430209,0.05853656,0.001463242,0.00007117868,0.0007939091,0.04709494,0.00545638,0.0004139698,0.04326843,0.8421621,0.000247957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1457244,0.00602398,0.04989633,0.3407518,0.001663186,0.003945536,0.001066984,0.0005567417,0.450371],"genre_scores_gemma":[0.7941203,0.006552011,0.08299118,0.01869164,0.0003717924,0.001888266,0.0006418271,0.00016559,0.09457746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7982161,"threshold_uncertainty_score":0.9258175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576807880319725,"score_gpt":0.4698668779407901,"score_spread":0.3121860899088176,"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."}}