{"id":"W2886839344","doi":"10.1371/journal.pone.0201592","title":"The health care utilization of people in prison and after prison release: A population-based cohort study in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Community Safety and Correctional Services; University of Ottawa; Bruyère; Nova Scotia Health Authority; Sinai Health System; Public Health Ontario; University of Toronto; Schwartz/Reisman Emergency Medicine Institute; McMaster University; Institute for Clinical Evaluative Sciences; St. Michael's Hospital","funders":"Ontario Ministry of Health and Long-Term Care; College of Family Physicians of Canada; Physicians' Services Incorporated Foundation; Institute for Clinical Evaluative Sciences","keywords":"Prison; Population; Medicine; Imprisonment; Emergency department; Ambulatory care; Health care; Ambulatory; Gerontology; Psychiatry; Environmental health; Psychology; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002815088,0.00004345931,0.0001353766,0.00006281774,0.0002147904,0.0000305709,0.00005006638,0.00002118003,0.00004194727],"category_scores_gemma":[0.0001001161,0.00003856728,0.000009736688,0.0003832192,0.00002553328,0.00006842126,0.000009571411,0.00006522903,2.78484e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006947737,"about_ca_system_score_gemma":0.0008984958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992782,"about_ca_topic_score_gemma":0.9999981,"domain_scores_codex":[0.9990988,0.0001460754,0.0001889057,0.0001248628,0.0003199545,0.0001214428],"domain_scores_gemma":[0.999591,0.00007891087,0.00007421392,0.0001051888,0.000116234,0.00003446641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000367058,0.0002426861,0.9516534,0.00001595945,0.00001022024,4.051126e-7,0.0459268,0.000008248699,4.72304e-7,0.00000497751,0.000006116314,0.002094052],"study_design_scores_gemma":[0.00008554614,0.00008497835,0.8111901,0.00005155857,0.00005172057,8.562991e-9,0.1881827,0.0002873605,0.000004823651,0.000002062448,0.00002663587,0.00003256545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989437,0.0002536441,0.000006515659,0.0002668768,0.00003183245,0.0004396704,0.000001238592,0.000004146711,0.00005239336],"genre_scores_gemma":[0.999729,0.00006292991,0.00002551259,0.00004723741,0.00001830208,0.00004808107,0.000007314269,0.000003056978,0.00005858665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422559,"threshold_uncertainty_score":0.1816809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890694605484661,"score_gpt":0.2887923430362884,"score_spread":0.2598853969814418,"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."}}