{"id":"W4377221022","doi":"10.1001/jamapediatrics.2023.1283","title":"Human Papillomavirus Transmission and Persistence in Pregnant Women and Neonates","year":2023,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstetrics; Pregnancy; Sex organ; Gynecology; Prospective cohort study; Human papillomavirus; Gestation; Internal medicine","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":[0.0002829631,0.0000784206,0.0001627164,0.0002064225,0.00007095248,0.00003178344,0.00004517624,0.00008522488,0.0002181364],"category_scores_gemma":[0.00007691279,0.00006267625,0.00002064012,0.0005026446,0.00005481019,0.00006257178,0.00005859722,0.0002241646,0.000009721609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005707694,"about_ca_system_score_gemma":0.00004934596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007134778,"about_ca_topic_score_gemma":0.00001317663,"domain_scores_codex":[0.9990878,0.00002262129,0.0001320468,0.000215468,0.0002533017,0.0002887345],"domain_scores_gemma":[0.9995371,0.00008612988,0.00001504536,0.00009306303,0.00004182519,0.0002268881],"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":[0.0002497122,0.00008753774,0.2576059,0.001291386,0.000008706448,0.0002573693,0.006047615,0.000002165241,0.001415598,0.00009398415,0.001527747,0.7314123],"study_design_scores_gemma":[0.002323771,0.0004112187,0.9876174,0.00002941345,0.0000168335,0.00001043525,0.0008588409,0.0004324345,0.00008978841,0.0007406197,0.007357135,0.0001120703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99073,0.005030836,0.000002654434,0.001320046,0.00001947649,0.0001915687,0.000005552016,0.00004304307,0.002656762],"genre_scores_gemma":[0.9880513,0.01024151,0.00004515584,0.0001502193,0.0001719448,0.00002539356,0.00000732453,0.00001197005,0.001295176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7313002,"threshold_uncertainty_score":0.2555863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03733304855254344,"score_gpt":0.3147265943722951,"score_spread":0.2773935458197516,"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."}}