{"id":"W2896076508","doi":"10.2196/11284","title":"Human Papillomavirus Infection and Transmission Among Couples Through Heterosexual Activity (HITCH) Cohort Study: Protocol Describing Design, Methods, and Research Goals","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital; Université de Montréal; 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; Concordia University; McGill University; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Medicine; HPV infection; Transmission (telecommunications); Cohort; Cohort study; Young adult; Demography; Human papillomavirus; Epidemiology; Family medicine; Natural history; Gynecology; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02014633,0.0003891927,0.0007738456,0.0006289952,0.002199599,0.0006255381,0.0003221721,0.0003762986,0.001130781],"category_scores_gemma":[0.0007973006,0.0003039431,0.00008267767,0.001428439,0.002517769,0.0007134555,0.0007741798,0.002644686,0.00002749109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494984,"about_ca_system_score_gemma":0.0004764516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489364,"about_ca_topic_score_gemma":0.0003175982,"domain_scores_codex":[0.9871771,0.006234942,0.0005956388,0.001426345,0.003003556,0.001562461],"domain_scores_gemma":[0.9952602,0.0009308237,0.00009800055,0.0009087829,0.001996718,0.0008054097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008402343,0.003338929,0.4120548,0.002342198,0.0001389804,0.00008014966,0.002323525,4.940414e-7,0.1556078,0.00006275156,0.002109125,0.4135389],"study_design_scores_gemma":[0.008787807,0.02401015,0.8458426,0.001045128,0.00001222012,0.00002598189,0.0003424717,0.0003555905,0.07684799,0.001172353,0.04117565,0.0003820883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1518328,0.000009177245,0.001850012,0.0001546167,0.000004818853,0.8436456,0.00000315171,0.0001269042,0.002372831],"genre_scores_gemma":[0.1385737,0.000006395279,0.002006829,0.00001851096,0.0003730565,0.8584406,0.000002537114,0.00007405532,0.0005043171],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4337878,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5855448695473716,"score_gpt":0.6650350395649395,"score_spread":0.07949017001756786,"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."}}