{"id":"W2140939174","doi":"10.1258/096914103771773302","title":"Risk of invasive cervical cancer after three consecutive negative Pap smears","year":2003,"lang":"en","type":"article","venue":"Journal of Medical Screening","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Cervical cancer; Dysplasia; Gynecology; Cancer; Obstetrics; Confidence interval; Incidence (geometry); Hazard ratio; Cancer registry; Risk factor; Cervical screening; Cervix; Cohort study; Internal medicine","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":[0.0003900892,0.000191253,0.0001912418,0.0005843121,0.0002914879,0.0003860157,0.0003041899,0.000437094,0.001903604],"category_scores_gemma":[0.003146224,0.0001907197,0.0004144046,0.0004412819,0.0001864455,0.0001904916,0.0002737099,0.0004428819,0.0002097939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281034,"about_ca_system_score_gemma":0.0005348537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238389,"about_ca_topic_score_gemma":0.01286773,"domain_scores_codex":[0.9996457,0.00005071753,0.00001950688,0.00006285894,0.0001211045,0.0001001427],"domain_scores_gemma":[0.9979966,0.0002897459,0.001092493,0.00009326013,0.0001850067,0.0003428851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009381623,0.00003089441,0.9979472,0.000006396158,0.00002373433,0.00008728604,0.00002266329,0.00002563551,0.0001696013,0.000006428803,0.00003762054,0.001548717],"study_design_scores_gemma":[0.000002541367,0.00008488339,0.9993702,0.000004300998,0.00001471368,0.0003093966,0.00002241717,0.00005767138,0.00005456755,0.000006333379,0.00007149978,0.000001533227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998763,0.0004168584,0.00006572567,0.00004609096,0.000004975222,0.00001020021,0.0001645195,0.000006267494,0.0005222698],"genre_scores_gemma":[0.9993789,0.0001314413,0.00007217447,0.00001390138,0.000008312995,0.000004439902,0.0001477324,0.000001415678,0.0002416282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238389,"threshold_uncertainty_score":0.02462357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885433556855231,"score_gpt":0.3546407995686023,"score_spread":0.3157864640000499,"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."}}