{"id":"W3096222866","doi":"10.1097/lgt.0000000000000574","title":"Cervical Screening Practices and Outcomes for Young Women in Response to Changed Guidelines in Calgary, Canada, 2007–2016","year":2020,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cervical intraepithelial neoplasia; Cervical cancer; Cervical screening; Cervical cancer screening; Population; Cancer screening; Young adult; Task force; Gynecology; Obstetrics; Demography; Cancer; Gerontology; Internal medicine; Environmental health","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":[0.0007136232,0.0002792738,0.0003169184,0.001314149,0.001125292,0.0009473004,0.001179358,0.0004511048,0.001220668],"category_scores_gemma":[0.003258958,0.0002823453,0.0004395738,0.003591442,0.0005703051,0.0003845884,0.0006927783,0.0008992972,0.0001607499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03297044,"about_ca_system_score_gemma":0.03338292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937369,"about_ca_topic_score_gemma":0.9956012,"domain_scores_codex":[0.9987789,0.00006588794,0.00007346168,0.0001473961,0.0005032619,0.0004310329],"domain_scores_gemma":[0.9974399,0.00009919812,0.0006996984,0.0000487215,0.001223732,0.0004886341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000985589,0.00002939905,0.9927141,0.00004573306,0.00005152431,0.00006180253,0.0004360187,0.0002103557,0.00007841885,0.00005043511,0.001428401,0.004795336],"study_design_scores_gemma":[0.000003892148,0.00001417079,0.9988806,0.00002301622,0.00001311876,0.00002341922,0.0004225373,0.0001154896,0.00003077764,0.000006679227,0.0004617355,0.000004614127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812661,0.002490857,0.0001313785,0.0008742975,0.00003735706,0.00006330189,0.01272307,0.00002485889,0.002388747],"genre_scores_gemma":[0.991419,0.001185708,0.0002083154,0.0001977754,0.00001604463,0.0000260732,0.005486197,0.000006383751,0.001454524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03297044,"threshold_uncertainty_score":0.2392184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07442483089700143,"score_gpt":0.3858101623164174,"score_spread":0.311385331419416,"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."}}