{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007483643,0.0001457236,0.0004702879,0.0001322689,0.0001389161,0.000003804434,0.00005225009,0.0001806917,0.0007821672],"category_scores_gemma":[0.0002154245,0.0001107579,0.0001183555,0.0002195934,0.0004167244,0.00005795187,0.00004226698,0.00023588,0.000005971343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009750948,"about_ca_system_score_gemma":0.00009697083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008012225,"about_ca_topic_score_gemma":0.01002869,"domain_scores_codex":[0.9984543,0.0003699205,0.0004202573,0.0003450957,0.0001142264,0.0002962551],"domain_scores_gemma":[0.9989295,0.0003797628,0.0002020532,0.0002175022,0.0001457759,0.0001253905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005538414,0.0001538187,0.9740461,0.0001467929,0.0003684193,0.000002747114,0.0000130314,0.00002835023,0.0008154066,0.0004610578,0.001576038,0.02183444],"study_design_scores_gemma":[0.002162788,0.0006846927,0.9894614,0.00007523237,0.0003645262,0.00001791989,0.00001946947,0.0003001063,0.00042381,0.004089884,0.002292319,0.00010783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986322,0.007643836,0.001206873,0.0009003845,0.00009984709,0.0005208825,0.00003015874,0.00005537653,0.003220679],"genre_scores_gemma":[0.9970056,0.001143205,0.0008495799,0.00007804744,0.0001748666,0.0001130158,0.00006662728,0.00001788395,0.0005511987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172661,"threshold_uncertainty_score":0.9985935,"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."}}