{"id":"W4398220037","doi":"10.1158/1055-9965.epi-23-1587","title":"Evidence of Decreased Long-term Risk of Cervical Precancer after Negative Primary HPV Screens Compared with Negative Cytology Screens in a Longitudinal Cohort Study","year":2024,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Simon Fraser University; BC Cancer Agency; BC Centre for Disease Control; University of British Columbia; Women's Health Research Institute","funders":"National Cancer Institute; Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC","keywords":"Medicine; Cohort; Cervical cancer; Cytology; Cohort study; Cervical screening; Cervix; Gynecology; Cervical intraepithelial neoplasia; Cancer registry; Obstetrics; Colposcopy; Cancer; Internal medicine; Pathology","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":[0.006894961,0.0004083044,0.0004955076,0.001224927,0.001050612,0.001258584,0.001022258,0.001059637,0.002966671],"category_scores_gemma":[0.01950399,0.0005292055,0.001424002,0.001351465,0.0005455748,0.0005683302,0.0007358729,0.001092597,0.0003327771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007355263,"about_ca_system_score_gemma":0.001643854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07460825,"about_ca_topic_score_gemma":0.05760905,"domain_scores_codex":[0.9971108,0.001124378,0.00022312,0.0007214072,0.0004231951,0.0003970986],"domain_scores_gemma":[0.9773254,0.00446419,0.008087289,0.003578159,0.003824163,0.002720743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005426483,0.00005750959,0.997353,0.00002292603,0.0005011952,0.00005727659,0.0001100978,0.00002464244,0.00009157523,0.0000237283,0.0001932974,0.001022159],"study_design_scores_gemma":[0.00004570406,0.0002751599,0.9985088,0.00003596547,0.0003592437,0.0001307581,0.0001200074,0.0001294071,0.0000476782,0.00004690576,0.0002904063,0.000009953439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947523,0.00248818,0.0002224136,0.0003533271,0.00006436472,0.00002398159,0.001248242,0.00001159626,0.0008355028],"genre_scores_gemma":[0.9976597,0.0006868053,0.0001504125,0.0001690392,0.00003318829,0.00002652717,0.0008459504,0.000006610135,0.0004216948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07460825,"threshold_uncertainty_score":0.148348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09356787996051978,"score_gpt":0.4200274267616735,"score_spread":0.3264595468011537,"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."}}