{"id":"W2159372452","doi":"10.1258/rsmmsl.46.4.321","title":"Outcome of Referral to a Prison Mental Health Team","year":2006,"lang":"en","type":"article","venue":"Medicine Science and the Law","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Psychiatry; Recidivism; Referral; Mental health; Medicine; Context (archaeology); Remand (court procedure); Mental illness; Quarter (Canadian coin); Forensic psychiatry; Population; Psychology; Family medicine; Criminology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001457638,0.00006750954,0.0001949419,0.00005847946,0.0003574642,0.000007232884,0.0001978318,0.00001297251,0.0001215407],"category_scores_gemma":[0.00001129937,0.00003281231,0.00001236577,0.0003182949,0.001185543,0.00006009942,0.00004638461,0.00005293488,0.00002097677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423325,"about_ca_system_score_gemma":0.00001600084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143554,"about_ca_topic_score_gemma":0.0004770314,"domain_scores_codex":[0.9989336,0.00004551192,0.0002589596,0.0001819025,0.0003262957,0.0002537537],"domain_scores_gemma":[0.9995844,0.00003644296,0.00007861842,0.0001830056,0.00002473146,0.00009281384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003767257,0.0002107117,0.04040524,0.00005847444,0.000006335941,0.000002870113,0.01075733,2.826077e-7,0.0002147897,0.8900357,0.03144779,0.02648377],"study_design_scores_gemma":[0.03011887,0.005837402,0.6800943,0.0005022323,0.00006765975,0.000159416,0.01465507,0.0001122124,0.001216717,0.02050074,0.2462095,0.0005258816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7895128,0.0005528859,0.00001121463,0.04855712,0.0006330893,0.0005996404,0.000003906922,0.0000145436,0.1601148],"genre_scores_gemma":[0.9909884,0.000009879793,0.0000529439,0.006514955,0.0001024138,0.00001675851,0.000002345401,0.000002898907,0.002309456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.869535,"threshold_uncertainty_score":0.9922081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05439965685892526,"score_gpt":0.4329784014989307,"score_spread":0.3785787446400054,"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."}}