{"id":"W3174819","doi":"","title":"Where mental health and probation collide: optimizing forensic mental health services for persons on probation order in British Columbia","year":2012,"lang":"en","type":"article","venue":"˜Die œPharmazie","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Criminology; Psychology; Order (exchange); Forensic science; Psychiatry; Mental health law; Applied psychology; Medicine; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008350239,0.0002861021,0.0004735309,0.0001626535,0.0006175573,0.0002090011,0.000176296,0.0001422413,0.0001643093],"category_scores_gemma":[0.00001012976,0.0004265878,0.0000742085,0.000340532,0.00008739041,0.0005104808,0.00005585561,0.0002815619,0.000030657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006226744,"about_ca_system_score_gemma":0.0001543212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006604294,"about_ca_topic_score_gemma":0.07080426,"domain_scores_codex":[0.9970064,0.0002415403,0.0006593863,0.0006697828,0.0003221294,0.001100825],"domain_scores_gemma":[0.9986795,0.0000674566,0.0004889297,0.000265924,0.00006043004,0.0004377621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005975059,0.00144598,0.08730715,0.001147271,0.0001870843,0.000003762486,0.05070112,0.00001956577,0.0001464543,0.0003106819,0.7762277,0.08190578],"study_design_scores_gemma":[0.0571597,0.01024857,0.2163194,0.007729023,0.0001679695,0.0009404779,0.1547557,0.007683862,0.00008156505,0.001169915,0.5395455,0.004198324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226261,0.01412025,0.0002823388,0.008690222,0.0435048,0.007523619,0.0009004849,0.0002890711,0.002063102],"genre_scores_gemma":[0.9674415,0.001091557,0.01477847,0.008904488,0.002372588,0.001051334,0.001778281,0.0002457621,0.002335998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2366822,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635804456275178,"score_gpt":0.3325883414703615,"score_spread":0.3062302969076098,"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."}}