{"id":"W6923559732","doi":"10.14288/1.0220716","title":"Elevated HIV risk behaviour among recently incarcerated injection drug users in a Canadian setting: a longitudinal analysis","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Drug injection; Syringe; Human immunodeficiency virus (HIV); Cohort; Cohort study; Needle sharing; Residence; Epidemiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327399,0.0006474686,0.0005758113,0.002155997,0.005233166,0.001750859,0.00199754,0.0007720882,0.001589972],"category_scores_gemma":[0.002659545,0.0007710173,0.0009995369,0.005100421,0.0008597493,0.0005426756,0.001399857,0.001403704,0.0002671324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02324982,"about_ca_system_score_gemma":0.02674931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902688,"about_ca_topic_score_gemma":0.991771,"domain_scores_codex":[0.9989277,0.00009791674,0.00005713885,0.0001835967,0.00032425,0.0004094215],"domain_scores_gemma":[0.9974976,0.0001126765,0.0003775473,0.0001451358,0.001241112,0.0006259715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005775392,0.00004289624,0.9971488,0.00001706442,0.00004237332,0.00007671368,0.0006507353,0.00004255876,0.0001174034,0.00003451938,0.0003433077,0.001425936],"study_design_scores_gemma":[0.000006557437,0.00003387416,0.9982736,0.0000205232,0.00003177122,0.00006048699,0.000969523,0.0001956406,0.00002909541,0.00001041445,0.0003575447,0.00001100031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967253,0.0003139796,0.00008754852,0.0001401696,0.000008122331,0.00006657768,0.001955632,0.000007180782,0.0006954462],"genre_scores_gemma":[0.9973872,0.0003974356,0.0002849018,0.00008909623,0.000005439458,0.0000408384,0.00138862,0.000004465321,0.000402025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02324982,"threshold_uncertainty_score":0.16869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216573958038863,"score_gpt":0.3314062132643101,"score_spread":0.2892404736839215,"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."}}