{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002634118,0.000176208,0.0002537718,0.0003018383,0.001639012,0.00002992662,0.00007175203,0.00007668349,0.008212267],"category_scores_gemma":[0.00007756187,0.0001718406,0.0002482198,0.000602497,0.00007718015,0.00009375288,0.00003692535,0.0007310584,0.0000155897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543071,"about_ca_system_score_gemma":0.0001567001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002681201,"about_ca_topic_score_gemma":0.0009251195,"domain_scores_codex":[0.9984817,0.0001176901,0.0002765728,0.0003467947,0.0003933133,0.0003839676],"domain_scores_gemma":[0.999173,0.0001991343,0.00005602667,0.0002364599,0.0001320309,0.0002032986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001091525,0.004353669,0.923851,0.00033759,0.0008556655,0.00001366204,0.002543435,0.001205397,0.01261438,0.002659226,0.008273402,0.04220109],"study_design_scores_gemma":[0.005507714,0.005361868,0.8470742,0.000004655099,0.0003525132,0.00005038019,0.0006091632,0.0004515871,0.001511632,0.0009648207,0.1377768,0.0003346896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818426,0.00007623913,0.003912947,0.0002400736,0.0005061336,0.001225621,0.0003821955,0.0003291211,0.01148508],"genre_scores_gemma":[0.9970218,0.0000411817,0.00004325858,0.000195416,0.0002170455,0.0006154623,0.0004766654,0.00004721501,0.001341974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295034,"threshold_uncertainty_score":0.9996607,"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."}}