{"id":"W3043132826","doi":"","title":"Care or Punishment: A Critique of the Treatment of Mentally Ill Persons in Canadian Prisons","year":2020,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mentally ill; Punishment (psychology); Prison; Criminology; Psychiatry; Imprisonment; Psychology; Gulag; Mental illness; Medicine; Mental health; Political science; Psychotherapist; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0001540743,0.0001922844,0.0006326841,0.00003400159,0.00008083868,0.000002986674,0.0002936881,0.00008339087,0.0002959251],"category_scores_gemma":[0.00001095065,0.0001296131,0.0001882603,0.0007734848,0.00004693776,0.00004125229,0.00002657493,0.00009410952,0.00002600631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225307,"about_ca_system_score_gemma":0.002180836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6764442,"about_ca_topic_score_gemma":0.8249284,"domain_scores_codex":[0.9978961,0.0002846109,0.0007248792,0.0003130429,0.0002053041,0.0005760028],"domain_scores_gemma":[0.9986561,0.00003065998,0.0002614742,0.0003332643,0.0001017409,0.0006167685],"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":[0.0005839453,0.001642247,0.03655444,0.04501084,0.0001832392,0.00006853285,0.2553989,8.154277e-7,9.672503e-7,0.006969347,0.1085563,0.5450304],"study_design_scores_gemma":[0.001004445,0.002629109,0.01436995,0.002816697,0.00006535797,0.00002575973,0.0457174,8.268889e-7,0.0000026501,0.0000163862,0.9332071,0.0001443394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0689821,0.8212144,9.398948e-7,0.076819,0.001079325,0.00442543,0.008173929,0.0000260164,0.01927887],"genre_scores_gemma":[0.8100851,0.1158657,0.0001244412,0.07337421,0.0001063178,0.0001978502,0.00009084123,0.00001796378,0.0001376301],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8246507,"threshold_uncertainty_score":0.5285468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372426208719134,"score_gpt":0.4205030528917216,"score_spread":0.3867787908045303,"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."}}