{"id":"W3084476720","doi":"","title":"HIV Pre-Exposure Prophylaxis in Men Who Have Sex with Men Analysis of the ANRS IPERGAY study with a one-year follow-up","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pre-exposure prophylaxis; Men who have sex with men; Human immunodeficiency virus (HIV); Medicine; Safer sex; Post-exposure prophylaxis; Male Homosexuality; Demography; Family medicine; Syphilis; Condom","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":[0.001555257,0.0005784654,0.001272759,0.0007882212,0.0007127415,0.001156281,0.0007735187,0.00103145,0.001771428],"category_scores_gemma":[0.002351214,0.0005473932,0.002386418,0.001551114,0.000317095,0.0008846814,0.0009629196,0.001061569,0.0002666967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005002882,"about_ca_system_score_gemma":0.0006789982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145997,"about_ca_topic_score_gemma":0.01707583,"domain_scores_codex":[0.9987183,0.0004809918,0.0001316167,0.0002426074,0.0001694726,0.0002571498],"domain_scores_gemma":[0.9988488,0.0001597304,0.0004813555,0.0001804656,0.0001478381,0.0001817368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004675971,0.0001748292,0.9907486,0.00009236817,0.00133305,0.0001272155,0.0001814005,0.00006533669,0.0004310388,0.00005201574,0.0001822988,0.001935721],"study_design_scores_gemma":[0.0001101822,0.000558709,0.9979286,0.00002661847,0.0005908269,0.00007889439,0.0002392776,0.00009337783,0.00006913318,0.00001410892,0.0002831899,0.000007113665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997713,0.001075322,0.00005468397,0.00003497595,0.00001507041,0.00003418476,0.000707238,0.000001794222,0.0003636547],"genre_scores_gemma":[0.9976423,0.0003993062,0.000108318,0.00004462021,0.00002528422,0.00006121953,0.001083253,0.000003409124,0.0006322357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145997,"threshold_uncertainty_score":0.02902949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509821733120682,"score_gpt":0.2739263654162228,"score_spread":0.258828148085016,"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."}}