{"id":"W1935868666","doi":"10.1186/s12884-015-0675-0","title":"Risk of Human Papillomavirus (HPV) Infection and Cervical Neoplasia after Pregnancy","year":2015,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; National Cancer Institute; Ludwig Institute for Cancer Research; McGill University","keywords":"Medicine; Reproductive medicine; Human papillomavirus; Gynecology; Obstetrics; Papillomaviridae; Cervical cancer; Pregnancy; Cervical intraepithelial neoplasia; HPV infection; Virology; Internal medicine; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009718206,0.000208765,0.0002011246,0.0005382329,0.0002386206,0.0004319909,0.0003645001,0.000337711,0.001758702],"category_scores_gemma":[0.005505349,0.0002130035,0.0004268869,0.0006298937,0.0002787524,0.0002640953,0.0003743049,0.0004300181,0.0001529556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959771,"about_ca_system_score_gemma":0.000437085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00532553,"about_ca_topic_score_gemma":0.003229872,"domain_scores_codex":[0.9994825,0.0001839678,0.00003951482,0.0001107994,0.00008999051,0.00009313037],"domain_scores_gemma":[0.9976112,0.0008536719,0.001034682,0.0001655209,0.0001111534,0.0002238029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005952414,0.000006448895,0.9982937,0.00001067785,0.0000255193,0.0001006577,0.00003351962,0.00003053865,0.00007707677,0.00001787056,0.00002977597,0.001314672],"study_design_scores_gemma":[0.00000438615,0.0001119129,0.9978949,0.00002926185,0.00005852819,0.001165712,0.00006259996,0.0002780635,0.0001010347,0.00006539655,0.0002248432,0.000003358561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972397,0.001361688,0.0002591551,0.0001138744,0.000008529008,0.00001353136,0.0003468839,0.000006594057,0.0006500171],"genre_scores_gemma":[0.9990479,0.0005266116,0.0001235331,0.0000130196,0.000005214988,0.000007456695,0.0001481343,0.000001462876,0.0001266279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00532553,"threshold_uncertainty_score":0.01058906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096576294982782,"score_gpt":0.3066960116424164,"score_spread":0.2757302486925886,"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."}}