{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001883243,0.0001625148,0.0006916294,0.0001686093,0.00006039852,0.00001511891,0.0002312563,0.0002465593,0.02225899],"category_scores_gemma":[0.006716253,0.000109951,0.0003289998,0.000374866,0.0004283176,0.0000983562,0.00008457698,0.00161493,0.000008038597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236893,"about_ca_system_score_gemma":0.0013515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007269451,"about_ca_topic_score_gemma":0.0009674589,"domain_scores_codex":[0.9957138,0.0002976038,0.0007558709,0.0001833164,0.002664019,0.0003853712],"domain_scores_gemma":[0.9964013,0.001210022,0.0004058689,0.0001600823,0.0008802776,0.0009424214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00687426,0.0004097586,0.8091041,0.0003202296,0.001473472,0.001777475,0.001532934,0.00002689282,0.0001822869,0.0006350307,0.003017055,0.1746465],"study_design_scores_gemma":[0.008237692,0.00149755,0.9768213,0.001042537,0.0004920342,0.0004042514,0.001395361,0.0002790124,0.003820575,0.001903248,0.003909798,0.0001966499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642035,0.006892922,0.009667247,0.008693111,0.0003554662,0.0004056817,0.00004037047,0.00001369254,0.009728],"genre_scores_gemma":[0.9947456,0.001598798,0.002061886,0.001036379,0.0004709798,0.00001032051,8.059112e-7,0.00002012824,0.00005507028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1744498,"threshold_uncertainty_score":0.9786348,"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."}}