{"id":"W2744416544","doi":"10.1097/olq.0000000000000688","title":"Y Chromosome DNA in Women's Vaginal Samples as a Biomarker of Recent Vaginal Sex and Condom Use With Male Partners in the HPV Infection and Transmission Among Couples Through Heterosexual Activity Cohort Study","year":2017,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Public Health Ontario; University of Toronto; St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Medicine; Condom; Gynecology; HPV infection; Biomarker; Heterosexuality; Obstetrics; Cervical cancer; Virology; Genetics; Internal medicine; Human immunodeficiency virus (HIV); Human sexuality; Cancer; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005295877,0.0003444394,0.0005418311,0.0001893082,0.0003731579,0.0002170784,0.0002316309,0.0001317232,0.000252438],"category_scores_gemma":[0.00005781942,0.0002578504,0.00003533296,0.0002168589,0.000799981,0.0007705639,0.00002772904,0.0002804894,0.000001602979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000594156,"about_ca_system_score_gemma":0.0001659339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03186415,"about_ca_topic_score_gemma":0.007801336,"domain_scores_codex":[0.9972461,0.0007561431,0.0004088309,0.0006490899,0.00040718,0.0005326236],"domain_scores_gemma":[0.9985499,0.0003854803,0.0002265344,0.0005697038,0.00005812994,0.0002102311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002408331,0.002415988,0.9670089,0.0003866148,0.0002042529,0.0001252421,0.01403898,0.000003189323,0.0002516585,0.00004370811,0.00005654728,0.01305655],"study_design_scores_gemma":[0.005653828,0.001290265,0.9896131,0.00003909599,0.0002057201,0.00003707123,0.002312205,0.00002184732,0.00001000844,0.0002098452,0.0003160323,0.0002910064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968719,0.0004226383,0.00006534476,0.0004221074,0.00009873918,0.001595397,0.0001252091,0.00003466189,0.000363961],"genre_scores_gemma":[0.998233,0.00111068,0.0000141672,0.0001476248,0.00004467252,0.0002819074,0.00002629304,0.00003106263,0.00011062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02406281,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927591926685479,"score_gpt":0.3642038739736257,"score_spread":0.3149279547067709,"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."}}