{"id":"W4388837155","doi":"10.1016/j.cmi.2023.11.009","title":"Epidemiology of genital human papillomavirus infections in sequential male sex partners of young females","year":2023,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; 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; National Institutes of Health; McGill University","keywords":"Epidemiology; Human papillomavirus; Sex organ; Medicine; Virology; Biology; Pathology; Internal medicine; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007082249,0.0002193444,0.0002073146,0.0006590754,0.0002974204,0.0004123629,0.0003204632,0.0002312296,0.001872425],"category_scores_gemma":[0.002122386,0.0002634467,0.0002882138,0.0006021452,0.0002539287,0.0002906071,0.0003352044,0.0001960575,0.0001711781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003944786,"about_ca_system_score_gemma":0.0003988956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01650462,"about_ca_topic_score_gemma":0.01543515,"domain_scores_codex":[0.9993833,0.0001809918,0.00004288433,0.0001468698,0.0001675009,0.00007841428],"domain_scores_gemma":[0.9989082,0.0001676715,0.0006362299,0.00004168534,0.0001232842,0.0001230291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001298684,0.000005503331,0.99862,0.000008733593,0.0000170977,0.00002912134,0.00006224169,0.00001395131,0.0001092345,0.000004284454,0.00001792446,0.001098874],"study_design_scores_gemma":[0.000001929937,0.0000777391,0.998971,0.0000111713,0.00001181077,0.0005619492,0.0001473708,0.00005356037,0.00007416722,0.000007820799,0.00007991294,0.000001563688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998528,0.0007397049,0.0001847391,0.0000212348,0.000002107255,0.00001654866,0.000202951,0.000005054304,0.0002996342],"genre_scores_gemma":[0.9995509,0.0001776738,0.0001092119,0.000008073349,0.000002572581,0.000006032472,0.00007825216,7.091858e-7,0.00006663283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01650462,"threshold_uncertainty_score":0.03281713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2254178850333104,"score_gpt":0.5056169847755068,"score_spread":0.2801990997421964,"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."}}