{"id":"W4214927330","doi":"10.1136/sextrans-2021-055172","title":"Risk factors for placental human papillomavirus infection","year":2022,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; McGill University; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre; Université de Montréal; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pregnancy; Obstetrics; HPV infection; Gynecology; Human papillomavirus; Cohort; Cervical cancer; Cancer; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000450735,0.0002908111,0.0002398373,0.0006221876,0.0002656646,0.0005025618,0.0004088857,0.0002474824,0.01033133],"category_scores_gemma":[0.003480683,0.000205839,0.0003564133,0.001012282,0.0002857579,0.0003113404,0.0004510444,0.000760167,0.0005846836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026644,"about_ca_system_score_gemma":0.0005859109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006368293,"about_ca_topic_score_gemma":0.003841717,"domain_scores_codex":[0.9996095,0.00008598446,0.00003493076,0.0001011325,0.00009786843,0.00007066302],"domain_scores_gemma":[0.9986971,0.0002907623,0.0007040485,0.0000756088,0.00008994416,0.0001425509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005825541,0.00001282414,0.9937405,0.00006854189,0.0000858132,0.0004953599,0.00008542152,0.00005761758,0.0002501195,0.0000765439,0.0003846251,0.004684316],"study_design_scores_gemma":[0.000008694117,0.00006541584,0.9919707,0.0001267678,0.00009088676,0.00480931,0.0001721067,0.0002409007,0.000178408,0.0001695674,0.002161189,0.000006154179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747911,0.01079843,0.001156676,0.000969408,0.00007043817,0.00004945897,0.003305363,0.00007858134,0.008780514],"genre_scores_gemma":[0.9970193,0.001400911,0.0003689172,0.00003773921,0.00002820201,0.00001181426,0.0004121295,0.000007016066,0.0007141092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033133,"threshold_uncertainty_score":0.03456175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326536231383482,"score_gpt":0.3399358726689058,"score_spread":0.306670510355071,"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."}}