{"id":"W4399698712","doi":"10.1016/j.drugpo.2024.104483","title":"HIV and HCV seroincidence, associated factors and drug use in people who inject drugs, SurvUDI network, eastern central Canada, 1995–2020","year":2024,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Université Laval; Institut National de Santé Publique du Québec","funders":"Centre Hospitalier Universitaire de Québec; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada","keywords":"Human immunodeficiency virus (HIV); Medicine; Drug; Virology; Injection drug use; Environmental health; Pharmacology; Drug injection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005100758,0.0002712019,0.000264417,0.001692019,0.002079184,0.00119693,0.001028856,0.0006253854,0.002969918],"category_scores_gemma":[0.001556106,0.0003496365,0.0005978298,0.004181893,0.0005036732,0.0005011095,0.0006031504,0.001072853,0.0004038071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01357702,"about_ca_system_score_gemma":0.0243309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935422,"about_ca_topic_score_gemma":0.99602,"domain_scores_codex":[0.9995369,0.00003986034,0.00005166455,0.00004548626,0.0001285028,0.0001976129],"domain_scores_gemma":[0.998505,0.00008232799,0.0002695441,0.00002822844,0.0006154849,0.0004994591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001447721,0.00008653399,0.9935054,0.00003356485,0.00005063712,0.00007909379,0.0004097892,0.0001246843,0.00004956507,0.00007259627,0.002506942,0.002936559],"study_design_scores_gemma":[0.000007496721,0.00001890447,0.9976507,0.00002499803,0.00002487444,0.00004352107,0.0009566431,0.000146687,0.00002299288,0.00001153583,0.001086459,0.000005185324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689491,0.002292887,0.00007812,0.0008334222,0.00005258055,0.00006908881,0.02365016,0.00001970491,0.004054848],"genre_scores_gemma":[0.9777488,0.00239473,0.0001794377,0.000333661,0.00003441312,0.00005130123,0.009051437,0.000009438489,0.01019696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357702,"threshold_uncertainty_score":0.09850866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195075701315667,"score_gpt":0.3094906391043891,"score_spread":0.2899830689728224,"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."}}