{"id":"W3214977390","doi":"10.1093/cid/ciab985","title":"Proportion of Incident Genital Human Papillomavirus Detections not Attributable to Transmission and Potentially Attributable to Latent Infections: Implications for Cervical Cancer Screening","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":30,"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; National Institutes of Health","keywords":"Medicine; Transmission (telecommunications); Attributable risk; Context (archaeology); Population; HPV infection; Cohort; Cervical cancer; Demography; Sex organ; Immunology; Cancer; Internal medicine; Environmental health; Biology; 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":[0.004843154,0.0002774489,0.0004224429,0.0009963048,0.0003092752,0.0008256253,0.0009654266,0.0005007297,0.001878462],"category_scores_gemma":[0.02757253,0.0002571329,0.0005466395,0.0008517664,0.0005124447,0.0007098226,0.0006246961,0.0006475584,0.000147536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487669,"about_ca_system_score_gemma":0.001387455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08833968,"about_ca_topic_score_gemma":0.05958069,"domain_scores_codex":[0.9980134,0.00073085,0.0001328419,0.0004096102,0.0004819993,0.0002313298],"domain_scores_gemma":[0.9901843,0.005462783,0.002440912,0.0005177182,0.0008673613,0.0005268928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100572,0.00001613871,0.9907128,0.00004404133,0.0001043706,0.00003527431,0.00007306645,0.000443778,0.00007591697,0.000140522,0.0004215076,0.007831944],"study_design_scores_gemma":[0.000009142547,0.00003955221,0.9956418,0.00004995297,0.0001139922,0.0001727993,0.0001028085,0.003085441,0.00009623685,0.000357841,0.000323447,0.000007049926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790823,0.005701127,0.005611319,0.002783508,0.00004530436,0.0001080984,0.003776509,0.00006800485,0.002823832],"genre_scores_gemma":[0.9981958,0.0004260201,0.0006147139,0.0001042445,0.00002390924,0.00002026859,0.0004422025,0.000008507113,0.0001643257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08833968,"threshold_uncertainty_score":0.175651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136744856561095,"score_gpt":0.4523459951953231,"score_spread":0.3386715095392136,"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."}}