{"id":"W4283586554","doi":"10.1089/jchc.20.04.0021","title":"HIV and Incarceration: Implications for HIV-Positive People Who Use Illicit Drugs During a Seek, Test, Treat, and Retain Initiative in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Correctional Health Care","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; Simon Fraser University; British Columbia Centre on Substance Use","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Medicine; Criminal justice; Human immunodeficiency virus (HIV); Logistic regression; Psychiatry; Test (biology); Prison; Economic Justice; Criminology; Family medicine; Psychology; Law; Internal medicine","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":[0.0002479104,0.0001310665,0.000403581,0.0002572121,0.0005146605,0.00002062539,0.00004646186,0.00003022876,0.00001763749],"category_scores_gemma":[0.0003035244,0.0001324355,0.00004257529,0.000322234,0.00002511684,0.000187088,0.00004289781,0.0004542674,1.749768e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003236955,"about_ca_system_score_gemma":0.004387987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04872243,"about_ca_topic_score_gemma":0.2244484,"domain_scores_codex":[0.9985764,0.0001472656,0.0005356303,0.0001929464,0.0003237009,0.0002240814],"domain_scores_gemma":[0.9978274,0.0009186586,0.0003621801,0.00008976581,0.0005387648,0.0002632152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118117,0.0001295512,0.8700008,0.0003305204,0.00006218019,0.00003042698,0.0914129,0.0006237468,0.00005760917,0.0001396562,0.02866121,0.007370168],"study_design_scores_gemma":[0.00252765,0.0008109058,0.8552424,0.0001606997,0.00004513579,0.001432878,0.1362934,0.001900835,0.00003178121,0.0000485915,0.001383128,0.0001226119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980592,0.0008969957,0.0001457258,0.01618488,0.0001143574,0.0006437635,0.001033321,0.000007523083,0.0003814765],"genre_scores_gemma":[0.9968916,0.0001796929,0.0002684664,0.001587762,0.0002213515,0.00008714748,0.0001194902,0.00002194153,0.0006226192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.175726,"threshold_uncertainty_score":0.9576122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465715078421305,"score_gpt":0.3201700868109355,"score_spread":0.2955129360267224,"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."}}