{"id":"W2080693519","doi":"10.1097/00007435-200307000-00010","title":"Occurrence of Cervical Infection with Multiple Human Papillomavirus Types is Associated with Age and Cytologic Abnormalities","year":2003,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"National Cancer Institute","keywords":"Coinfection; Medicine; Incidence (geometry); HPV infection; Epidemiology; Cohort; Gynecology; Cytology; Cervical cancer; Cohort study; Vaccination; Prospective cohort study; Obstetrics; Internal medicine; Immunology; Cancer; Pathology; Human immunodeficiency virus (HIV)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008863508,0.0002245711,0.0002644854,0.0007899085,0.0002291982,0.0004026213,0.0002347176,0.0003838459,0.003628032],"category_scores_gemma":[0.005878123,0.0002425654,0.0002386334,0.0005660734,0.0003743282,0.000351752,0.0003593755,0.0003931297,0.0002603505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060367,"about_ca_system_score_gemma":0.0002712107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467935,"about_ca_topic_score_gemma":0.002355326,"domain_scores_codex":[0.9995646,0.000124982,0.00005668394,0.00008814465,0.00009692213,0.00006866761],"domain_scores_gemma":[0.9922312,0.002160532,0.004343818,0.0003748443,0.0003982484,0.0004912678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003115852,0.000006177437,0.9987248,0.000007979733,0.00001050951,0.00004324059,0.00001569051,0.00001062982,0.0002655099,0.000005789704,0.00001263582,0.0008658599],"study_design_scores_gemma":[0.000001488405,0.00005378661,0.9980358,0.00001074568,0.00002047841,0.00137046,0.00005867921,0.00008286451,0.0002265568,0.00002602849,0.0001112076,0.000001895921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978635,0.001152129,0.0002200752,0.00006497952,0.000004528813,0.000007609598,0.0001173657,0.000005703028,0.000564067],"genre_scores_gemma":[0.999521,0.0002389317,0.0001068069,0.000006463107,0.000005618625,0.000002383092,0.00004823798,8.957451e-7,0.0000696736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003628032,"threshold_uncertainty_score":0.012137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777745484282939,"score_gpt":0.2972091768454713,"score_spread":0.2694317220026419,"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."}}