{"id":"W2170655211","doi":"10.1177/0032885511409893","title":"Injecting Risk Into Prison Sentences","year":2011,"lang":"en","type":"article","venue":"The Prison Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Prison; Syringe; Seroprevalence; Medicine; Epidemiology; Confounding; Human immunodeficiency virus (HIV); Population; Demography; Criminology; Psychology; Environmental health; Psychiatry; Family medicine; Sociology; Immunology; Pathology; Serology","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":[0.001714249,0.000192201,0.0003004215,0.0001342474,0.0005515772,0.00005697055,0.000369181,0.00009096696,0.0004827425],"category_scores_gemma":[0.0008007212,0.0001119851,0.0001350575,0.0002603823,0.0001379696,0.0001823653,0.0001063389,0.00138573,0.000305205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009138892,"about_ca_system_score_gemma":0.0001448198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003140367,"about_ca_topic_score_gemma":0.00008739215,"domain_scores_codex":[0.9981114,0.0002890975,0.0004838805,0.0002017706,0.0004961031,0.0004176938],"domain_scores_gemma":[0.9985753,0.0001504356,0.0004432177,0.0003790605,0.0001700074,0.0002819633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004048734,0.0002660309,0.4675926,0.00003481292,0.000245935,0.0001382825,0.1799783,0.000009681528,0.001973006,0.00006759279,0.004586096,0.3447028],"study_design_scores_gemma":[0.005661026,0.004171686,0.4615326,0.0009810687,0.001581292,0.009825995,0.4475264,0.004006367,0.02409708,0.01394871,0.02555724,0.001110514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842553,0.0008226053,0.003407773,0.001227929,0.0005672048,0.0002250421,0.000001235057,0.00008219627,0.009410732],"genre_scores_gemma":[0.9899565,0.0004230121,0.007614751,0.0002448598,0.0008361124,0.000004759689,7.874806e-7,0.00003652662,0.0008826714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3435923,"threshold_uncertainty_score":0.6020384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07890502784830562,"score_gpt":0.3443712762872603,"score_spread":0.2654662484389547,"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."}}