{"id":"W4410706152","doi":"10.12927/hcq.2025.27583","title":"Reintegration After Incarceration for People with Mental Illness: A Pilot Community Mental Health Bridging Service","year":2025,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; The Wilson Centre; Government of Ontario; University of Toronto","funders":"","keywords":"Mental health; Assertive community treatment; Mental illness; Medicine; Stigma (botany); Psychiatry; Nursing; Substance abuse; Intervention (counseling); Service (business); Population; Business; Environmental health","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":[0.001334531,0.0004028025,0.0002363717,0.000829643,0.005028781,0.001318636,0.001562181,0.001042027,0.007773935],"category_scores_gemma":[0.002372533,0.0004918723,0.0003344708,0.0005873534,0.001293556,0.000976905,0.005287834,0.001846014,0.0007233198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003724517,"about_ca_system_score_gemma":0.01977964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06005021,"about_ca_topic_score_gemma":0.2249118,"domain_scores_codex":[0.9991709,0.0001990047,0.00002737472,0.000046121,0.00008876567,0.000467853],"domain_scores_gemma":[0.9955814,0.000262528,0.000131097,0.0001470013,0.0003114227,0.003566451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002490781,0.04870777,0.1671929,0.0009500076,0.00008403564,0.01646147,0.08496714,0.0005392669,0.01316766,0.002027197,0.0376217,0.6257901],"study_design_scores_gemma":[0.003746055,0.0275777,0.7028266,0.0006395598,0.0001397756,0.004580446,0.199232,0.002113198,0.002129662,0.001280203,0.05555919,0.0001756543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887727,0.0002179212,0.0003015127,0.002213461,0.00009097999,0.002465579,0.0001437254,0.00008102577,0.005713129],"genre_scores_gemma":[0.9834005,0.0007533771,0.003392628,0.002173352,0.0001163439,0.002087482,0.0004626648,0.00002657221,0.007587145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06005021,"threshold_uncertainty_score":0.1194014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885860475957067,"score_gpt":0.372082861580831,"score_spread":0.3432242568212603,"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."}}