{"id":"W2949890742","doi":"10.1016/s2215-0366(19)30228-7","title":"Canadian prisons face new legal challenges over mental health","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Mental health; Face (sociological concept); Set (abstract data type); Political science; Criminology; Psychiatry; Psychology; Law; Medicine; Sociology; Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000646909,0.000768998,0.002482128,0.0002910047,0.0003871509,0.00007492538,0.001612072,0.0005665735,0.001384612],"category_scores_gemma":[0.000001340557,0.0005405683,0.0006467783,0.0004571187,0.00004249559,0.00009437755,0.000122674,0.001360822,0.003814732],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007428906,"about_ca_system_score_gemma":0.006093302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3067613,"about_ca_topic_score_gemma":0.6665005,"domain_scores_codex":[0.9955429,0.0005172866,0.0009240407,0.0009614073,0.0003712387,0.001683159],"domain_scores_gemma":[0.9962764,0.00009912859,0.0007583559,0.001999791,0.00001512561,0.0008512486],"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":[0.00002026653,0.00005327644,0.0000230499,0.007058887,0.0002296526,0.000001620415,0.001984209,3.302405e-8,7.767277e-10,0.009021058,0.5410309,0.4405771],"study_design_scores_gemma":[0.000744932,0.0001941944,0.0002085255,0.004193358,0.0002432403,0.0001579442,0.002119874,2.38987e-7,1.474841e-9,0.0001645511,0.9914594,0.0005137576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005033824,0.8614298,0.00000180449,0.05295742,0.0274673,0.002174817,0.0007681,0.0001216476,0.05507414],"genre_scores_gemma":[0.00000464152,0.9649814,0.0001802912,0.01272294,0.008066605,0.0001122171,0.0003714456,0.0001435932,0.0134169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4504285,"threshold_uncertainty_score":0.9997046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112981948374148,"score_gpt":0.4274717067034308,"score_spread":0.3161735118660159,"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."}}