{"id":"W2021401697","doi":"10.1158/1055-9965.epi-06-0129","title":"Human Papillomavirus Infections with Multiple Types and Risk of Cervical Neoplasia","year":2006,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":343,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; U.S. Public Health Service; National Cancer Institute; Ludwig Institute for Cancer Research","keywords":"Odds ratio; Medicine; Cervical cancer; Confidence interval; Human papillomavirus; Natural history; Etiology; Squamous intraepithelial lesion; Papillomaviridae; HPV infection; Internal medicine; Relative risk; Cervical intraepithelial neoplasia; Gynecology; Cancer; Oncology","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":[0.0007602738,0.0003190083,0.000303219,0.0008807628,0.0002847589,0.0005064525,0.0003560696,0.0003595127,0.002820359],"category_scores_gemma":[0.003397321,0.0002523652,0.0003879509,0.0007078693,0.0003657159,0.0002858216,0.0004700352,0.0004866922,0.0001886501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911121,"about_ca_system_score_gemma":0.0004317556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469684,"about_ca_topic_score_gemma":0.007173088,"domain_scores_codex":[0.9994861,0.0001136412,0.00004368938,0.0001220345,0.0001582926,0.00007614907],"domain_scores_gemma":[0.9969822,0.0005953785,0.001598163,0.0002241785,0.0002193535,0.0003806977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005434625,0.00001261461,0.9974477,0.00002981629,0.00005572823,0.00006203182,0.00004461189,0.00002741626,0.0002423182,0.00001980288,0.00003620089,0.001967435],"study_design_scores_gemma":[0.000005515446,0.00008850978,0.9973447,0.00006036061,0.00005172394,0.001560536,0.0001040895,0.000119449,0.0001774024,0.0001007398,0.000383038,0.000003904091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946954,0.00335228,0.0001670238,0.000134246,0.00001193835,0.00001771852,0.0004050507,0.000007009332,0.001209222],"genre_scores_gemma":[0.9988604,0.000740166,0.000158305,0.00001210812,0.00001084164,0.000005135245,0.00009291542,0.000001255912,0.000118956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005469684,"threshold_uncertainty_score":0.0108757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600240560562849,"score_gpt":0.371675176716905,"score_spread":0.3356727711112765,"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."}}