{"id":"W2903334549","doi":"10.1097/lgt.0000000000000450","title":"Why Do Women Get Cervical Cancer in an Organized Screening Program in Canada?","year":2018,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Cancer Care Ontario; Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Cervical cancer; Cytology; Malignancy; Cohort; Gynecology; Cancer; Cervical screening; Retrospective cohort study; Obstetrics; Stage (stratigraphy); Adenocarcinoma; Cohort study; Cervical cancer screening; Population; Internal medicine; Pathology","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":[0.0004025583,0.0001684743,0.0002159004,0.0005015095,0.002517394,0.001077367,0.000861239,0.0006759733,0.003036992],"category_scores_gemma":[0.002830176,0.0002470748,0.0003272675,0.001727825,0.0007795533,0.0004407022,0.0005543728,0.0007322113,0.0002288941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001969,"about_ca_system_score_gemma":0.02439424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9604341,"about_ca_topic_score_gemma":0.9785103,"domain_scores_codex":[0.998934,0.00007629186,0.00003645467,0.0001167104,0.0003964058,0.0004401928],"domain_scores_gemma":[0.9979315,0.0001142291,0.0007159701,0.0000555869,0.0004134882,0.0007692208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002101697,0.00005044903,0.9933385,0.00002729675,0.00001243967,0.0001022829,0.000408131,0.00002260743,0.00009241261,0.00006099561,0.0009963787,0.00486757],"study_design_scores_gemma":[0.000005094518,0.00002371338,0.9972782,0.00003941842,0.000008784448,0.0000765759,0.001467025,0.00006322595,0.00002315858,0.00002409627,0.0009866554,0.000004076108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893152,0.001047537,0.0000658904,0.004241364,0.00004748342,0.0000708014,0.00092308,0.00001137487,0.004277255],"genre_scores_gemma":[0.9971584,0.0006517029,0.0001066283,0.0006329105,0.00001754026,0.0000149464,0.0003668664,0.000003128344,0.001047901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03956592,"threshold_uncertainty_score":0.07959783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475834303454892,"score_gpt":0.3448007594534446,"score_spread":0.3200424164188956,"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."}}