{"id":"W2161489192","doi":"10.1001/jama.286.24.3106","title":"Persistent Human Papillomavirus Infection as a Predictor of Cervical Intraepithelial Neoplasia","year":2001,"lang":"en","type":"article","venue":"JAMA","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":591,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; U.S. Public Health Service","keywords":"Medicine; Cervical intraepithelial neoplasia; Cervical cancer; HPV infection; Relative risk; Papanicolaou stain; Incidence (geometry); Epidemiology; Cytology; Papillomaviridae; Gynecology; Cumulative incidence; Confidence interval; Obstetrics; Retrospective cohort study; Human papillomavirus; Cancer; Internal medicine; Pathology; Cohort","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":[0.0008698982,0.000258157,0.0002303288,0.0007881311,0.0002357909,0.0004413623,0.0002839627,0.0004150009,0.001696981],"category_scores_gemma":[0.006037913,0.0001480529,0.0003637171,0.0009172768,0.0003329095,0.0002831225,0.0003154213,0.0007376163,0.0001417093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653831,"about_ca_system_score_gemma":0.0005596739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003408013,"about_ca_topic_score_gemma":0.002790229,"domain_scores_codex":[0.9995982,0.0001543845,0.00003775944,0.00007818433,0.00008121343,0.00005024051],"domain_scores_gemma":[0.9958121,0.001521209,0.001658327,0.0001846558,0.000282019,0.0005415796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003915952,0.000007530705,0.9988757,0.00001481869,0.00002996649,0.00003696953,0.0000134876,0.00002444234,0.00005860578,0.000005950374,0.00002473937,0.000868601],"study_design_scores_gemma":[0.000005589652,0.0001452735,0.9984778,0.00002648426,0.00008776376,0.0005690397,0.00007170506,0.0003539603,0.00005871549,0.00004398153,0.0001574388,0.000002303426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960486,0.002631757,0.0002560718,0.0002749056,0.00002386321,0.00001095753,0.0002857988,0.000009958105,0.0004579308],"genre_scores_gemma":[0.9993666,0.000373634,0.00008905153,0.00001334514,0.00001727642,0.000003428915,0.00009436182,9.751346e-7,0.00004130059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003408013,"threshold_uncertainty_score":0.006776333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288506036603032,"score_gpt":0.3278552233361005,"score_spread":0.2990046196757973,"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."}}