{"id":"W3206946632","doi":"10.1136/sextrans-2021-055199","title":"Risk factors for HIV infection among men who have sex with men in the ANRS IPERGAY PrEP trial","year":2021,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Pre-exposure prophylaxis; Men who have sex with men; Incidence (geometry); Relative risk; Human immunodeficiency virus (HIV); Placebo; Internal medicine; Rate ratio; Gynecology; Demography; Immunology; Confidence interval; Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006304619,0.0002569788,0.000384715,0.0003471991,0.0004777588,0.00011556,0.0001077851,0.0001764675,0.000337374],"category_scores_gemma":[0.0005870474,0.0001754075,0.0002705987,0.0008309666,0.0001718277,0.0003229671,0.00001488948,0.0007281248,0.00001191658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358032,"about_ca_system_score_gemma":0.0003233758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312555,"about_ca_topic_score_gemma":0.009316639,"domain_scores_codex":[0.9976677,0.000486004,0.0004806356,0.0004621082,0.0004160055,0.0004875751],"domain_scores_gemma":[0.9984195,0.0005200871,0.00009789297,0.0004697603,0.0003072359,0.0001855017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004184498,0.004697121,0.9071246,0.0002812703,0.001531273,0.00004733871,0.0116997,0.0006340816,0.001216105,0.0006164144,0.05887527,0.009092279],"study_design_scores_gemma":[0.08227383,0.02724937,0.7972475,0.0004114621,0.001313911,0.0001449706,0.014072,0.0280832,0.00456409,0.0004947233,0.04332425,0.0008207573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945067,0.00004156031,0.03362959,0.0008772939,0.00004816045,0.002625345,0.0001691722,0.0001281736,0.06797398],"genre_scores_gemma":[0.9537241,0.0001427157,0.0001055538,0.00006099163,0.0002610689,0.001070041,0.0004585802,0.00005299599,0.04412399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1098772,"threshold_uncertainty_score":0.715291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839760238176414,"score_gpt":0.3083724925874108,"score_spread":0.2899748902056467,"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."}}