{"id":"W3137206218","doi":"10.1089/jchc.19.05.0046","title":"From Incarceration to Reintegration: Using the Human Services Model to Manage Canadian Prisoner Mental Health","year":2021,"lang":"en","type":"review","venue":"Journal of Correctional Health Care","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Canadian Institute for Energy Training","funders":"","keywords":"Mental health; Medicine; Criminal justice; Psychiatry; Mental health law; Nursing; Service delivery framework; Administration (probate law); Human services; Criminology; Service (business); Psychology; Law; Political science; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001005878,0.0002535475,0.001026086,0.0007222421,0.003166696,0.000308663,0.0004087248,0.0001547226,0.0001345368],"category_scores_gemma":[0.00004991788,0.0002013425,0.0005175588,0.00123895,0.00002992569,0.0002088261,0.00004837168,0.0006229322,0.00001196191],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007057788,"about_ca_system_score_gemma":0.01047328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6602597,"about_ca_topic_score_gemma":0.936711,"domain_scores_codex":[0.9964748,0.0007836211,0.001109882,0.0003072958,0.0009123252,0.0004120441],"domain_scores_gemma":[0.9969431,0.0001028172,0.0009265293,0.000224788,0.0009672986,0.0008355392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007710831,0.0000268309,0.00000554036,0.0008087548,0.0001293527,0.000006327155,0.1252356,0.003711261,1.032718e-7,0.0001844963,0.01745132,0.8524327],"study_design_scores_gemma":[0.00003560364,0.00007992067,0.000002656153,0.004356403,0.0002648574,0.00002697997,0.2530369,0.0003252047,4.365285e-8,0.000007604195,0.7417247,0.0001391091],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005700707,0.9840569,0.003876772,0.006445931,0.00360049,0.0008159627,0.0002457977,0.00001380428,0.0003743074],"genre_scores_gemma":[0.001319323,0.9848051,0.001750674,0.006255307,0.004630907,0.0000324037,0.0003990145,0.00004541449,0.0007618274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8522936,"threshold_uncertainty_score":0.998131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08529116628257855,"score_gpt":0.4617092798294298,"score_spread":0.3764181135468513,"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."}}