{"id":"W7119677169","doi":"10.65264/yjay4434","title":"Article 7: Mental Health Service Delivery In Canadian Federal Prisons: A Prison Ombudsman’s Perspective","year":2020,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Prison; Perspective (graphical); Position (finance); Prison population; Mental health care; Service delivery framework; Population","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001386306,0.0008196262,0.001025278,0.001197926,0.002683012,0.0004607913,0.0006862783,0.000361038,0.0012261],"category_scores_gemma":[0.0004695299,0.0009985542,0.0003518042,0.002961616,0.0001448915,0.0009356891,0.0001289726,0.003784933,0.000826466],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023805,"about_ca_system_score_gemma":0.0049124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3880144,"about_ca_topic_score_gemma":0.8348581,"domain_scores_codex":[0.9918761,0.001169247,0.001858555,0.001342968,0.0006544216,0.003098739],"domain_scores_gemma":[0.9940529,0.0002162695,0.001035837,0.0005540119,0.0004596364,0.003681376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00190156,0.001558594,0.2165416,0.0001333709,0.0007646758,0.0005733743,0.2202938,0.003180055,0.0006829477,0.001094476,0.525661,0.02761453],"study_design_scores_gemma":[0.01354475,0.005440951,0.08894022,0.001963129,0.0002056115,0.00782059,0.5107813,0.02641441,0.00007816087,0.0009895668,0.3410263,0.002795008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.508903,0.01457404,0.00253806,0.1782892,0.2803748,0.002025286,0.0002032927,0.0002374264,0.0128549],"genre_scores_gemma":[0.9721004,0.0007505438,0.00214931,0.01894698,0.005546046,0.00003394473,0.00001689132,0.0001826475,0.0002732418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4631974,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408690637363982,"score_gpt":0.3253068155609606,"score_spread":0.3012199091873208,"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."}}