{"id":"W2114212562","doi":"10.1056/nejmoa071430","title":"Human Papillomavirus DNA versus Papanicolaou Screening Tests for Cervical Cancer","year":2007,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Hôpital Notre-Dame; McMaster University; St. John’s Health Sciences Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Medicine; Colposcopy; Papanicolaou stain; Cervical intraepithelial neoplasia; Gynecology; Confidence interval; Pap test; Papanicolaou Test; Cervical cancer; Papillomaviridae; Obstetrics; Cancer; Internal medicine; Oncology; Cervical cancer screening","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007545091,0.001249487,0.002741431,0.000732502,0.000433665,0.0009355574,0.001159118,0.002872341,0.007284531],"category_scores_gemma":[0.01801583,0.0006857187,0.001984957,0.0006767745,0.002016046,0.0008179032,0.0005191759,0.002299743,0.0005647668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727317,"about_ca_system_score_gemma":0.00252931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505497,"about_ca_topic_score_gemma":0.003314733,"domain_scores_codex":[0.9912357,0.006402471,0.0005429252,0.0007929223,0.0006085683,0.0004173757],"domain_scores_gemma":[0.9853167,0.01004647,0.002367472,0.0002879782,0.0005813016,0.001400051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9742585,0.004165574,0.001619734,0.001180318,0.001297289,0.00002406088,0.00004268027,0.000360583,0.0004985984,0.0001394693,0.0002245707,0.01618866],"study_design_scores_gemma":[0.7860362,0.2067948,0.003177108,0.0002131189,0.0015469,0.00004014105,0.00002624943,0.0007034051,0.0005407388,0.000318597,0.0005821593,0.00002050738],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723402,0.01583317,0.001131142,0.001323491,0.001608972,0.005400952,0.0003699165,0.00006260871,0.001929572],"genre_scores_gemma":[0.9890556,0.002672893,0.001857812,0.0007805009,0.0007970932,0.0035367,0.0001546033,0.000008254144,0.001136568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007545091,"threshold_uncertainty_score":0.03990275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158903653813536,"score_gpt":0.4378419600555897,"score_spread":0.3219515946742361,"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."}}