{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000360573,0.0002015241,0.0006465013,0.0001875821,0.0005319994,0.00007321538,0.00008267276,0.0001727971,0.0007451371],"category_scores_gemma":[0.001156495,0.0001886792,0.0003865457,0.0007574545,0.00011549,0.0001227747,0.0001656539,0.0002859173,0.00001049486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856077,"about_ca_system_score_gemma":0.0004899995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000523593,"about_ca_topic_score_gemma":0.0008330474,"domain_scores_codex":[0.9975869,0.0001112564,0.0008845103,0.0006377727,0.0003391079,0.0004404592],"domain_scores_gemma":[0.9966544,0.0003395634,0.0001207747,0.0003623284,0.00147026,0.001052681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005057264,0.001986407,0.8359371,0.000400845,0.000253728,0.000008607992,0.00003122545,0.0004912755,0.01648707,0.0002919153,0.000705395,0.1429006],"study_design_scores_gemma":[0.002243913,0.00174339,0.9847342,0.0001073118,0.0005605858,0.00001997958,0.00001948223,0.0001227559,0.003820566,0.0005546418,0.005859328,0.0002138374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203151,0.000826244,0.07190453,0.004015756,0.000194457,0.001869902,0.0005809117,0.0001465045,0.0001465774],"genre_scores_gemma":[0.9963241,0.0004018196,0.0004337873,0.0009691899,0.0004079933,0.0009430631,0.0001797509,0.00003821376,0.0003021086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1487971,"threshold_uncertainty_score":0.8158728,"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."}}