{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001871821,0.0006962764,0.001336592,0.0001588492,0.0002742611,0.0007110348,0.0003450288,0.000818208,0.001790693],"category_scores_gemma":[0.001335316,0.0002990145,0.001258503,0.0001851221,0.0003142815,0.0005659814,0.0003173469,0.001155719,0.0002296656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804346,"about_ca_system_score_gemma":0.0003522386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004028385,"about_ca_topic_score_gemma":0.0008566643,"domain_scores_codex":[0.9991899,0.0005342591,0.00006225506,0.00008873225,0.00005624855,0.00006854669],"domain_scores_gemma":[0.999595,0.00009157327,0.000154991,0.00004056957,0.00002576683,0.000092173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8304281,0.004506912,0.04534947,0.005986678,0.006075824,0.0002367027,0.000189396,0.0007758195,0.004485611,0.000413665,0.002178718,0.09937317],"study_design_scores_gemma":[0.5253003,0.2260094,0.2175976,0.001606474,0.01407617,0.0007152688,0.0002248665,0.00157055,0.00190894,0.001028686,0.009888164,0.00007354148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683279,0.02662684,0.0002558396,0.0006456063,0.000239801,0.0006490232,0.0005910731,0.00002858688,0.002635355],"genre_scores_gemma":[0.993081,0.004310568,0.0003453484,0.0004096781,0.0003192829,0.0003924686,0.0004222419,0.000004015393,0.0007154534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001871821,"threshold_uncertainty_score":0.009899259,"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."}}