{"id":"W2021209619","doi":"10.1371/journal.pone.0107540","title":"HIV Transmission among Men Who Have Sex with Men due to Condom Failure","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; Université Laval; University Health Network; University of Toronto; Public Health Ontario","funders":"","keywords":"Condom; Men who have sex with men; Medicine; Human immunodeficiency virus (HIV); Transmission (telecommunications); Male Homosexuality; Demography; Virology; Syphilis; Telecommunications; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001337103,0.0002603629,0.0002988529,0.000526889,0.0004128973,0.0005576845,0.0005160654,0.0003022282,0.003138037],"category_scores_gemma":[0.005555299,0.0002397056,0.0005137863,0.0004662963,0.0004582467,0.0002802743,0.0004823106,0.0003096458,0.0001494207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415542,"about_ca_system_score_gemma":0.001276872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1076205,"about_ca_topic_score_gemma":0.08485858,"domain_scores_codex":[0.999376,0.0001818332,0.00003032777,0.00005800659,0.000218442,0.0001352953],"domain_scores_gemma":[0.9978945,0.000646625,0.001085905,0.0001131947,0.0001258101,0.0001340279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063706,0.00003278831,0.9854349,0.0001046948,0.0001550766,0.0004009582,0.0003071285,0.001229663,0.0001441091,0.0002562559,0.0006428771,0.01118529],"study_design_scores_gemma":[0.00005442748,0.0002863419,0.9832545,0.0003059288,0.0002641949,0.0025236,0.0003847447,0.009151091,0.0002525263,0.0007422078,0.002766515,0.00001405123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992349,0.00255551,0.0009882336,0.0003680424,0.0000199669,0.00006929112,0.0004745953,0.00003130639,0.003143998],"genre_scores_gemma":[0.9991502,0.0003805172,0.0001214631,0.00003482555,0.000009924968,0.000008821399,0.0000974972,0.000001817004,0.0001950615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076205,"threshold_uncertainty_score":0.2139882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085690650985257,"score_gpt":0.2666807429684157,"score_spread":0.2458238364585631,"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."}}