{"id":"W2109956663","doi":"10.1093/infdis/jiu139","title":"Risk of Newly Detected Infections and Cervical Abnormalities in Women Seropositive for Naturally Acquired Human Papillomavirus Type 16/18 Antibodies: Analysis of the Control Arm of PATRICIA","year":2014,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta; Royal Ottawa Mental Health Centre","funders":"GlaxoSmithKline","keywords":"Ascus (bryozoa); HPV infection; Medicine; Antibody; Cervical cancer; Confidence interval; Cervical intraepithelial neoplasia; Immunology; Internal medicine; Papillomaviridae; Squamous intraepithelial lesion; Gynecology; Cancer; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006417949,0.0001167441,0.0006663277,0.0003980297,0.0001235903,0.000009690267,0.0001218691,0.00006025799,0.0002028933],"category_scores_gemma":[0.0009574012,0.0000641037,0.0002958927,0.0008011783,0.0003187868,0.00006923754,0.0000467375,0.0001923349,1.21873e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279815,"about_ca_system_score_gemma":0.0001461305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461351,"about_ca_topic_score_gemma":0.001109771,"domain_scores_codex":[0.9983987,0.0004145603,0.000581287,0.00008172581,0.0003360359,0.0001876952],"domain_scores_gemma":[0.9969757,0.001152987,0.0005693305,0.0001765615,0.001016286,0.0001091707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004088531,0.0006008221,0.9838296,0.0002955675,0.002566492,0.000001031378,0.00109545,0.0005650122,0.00268626,0.0000853905,0.00004080953,0.004145093],"study_design_scores_gemma":[0.003934067,0.002570574,0.9869251,0.00006371905,0.003346307,0.000009053846,0.0005928155,0.0004521802,0.001001884,0.001024603,0.00001792812,0.00006175869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997764,0.00109446,0.0002068119,0.00006838558,0.00005171124,0.0003088547,0.0001209986,0.000005670377,0.0003791447],"genre_scores_gemma":[0.9992191,0.0005838765,0.000003987039,0.00008230614,0.00007723246,0.000006173249,0.000002702896,0.000009828962,0.00001474724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004083334,"threshold_uncertainty_score":0.2614073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009500014586396693,"score_gpt":0.2973351009758097,"score_spread":0.287835086389413,"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."}}