{"id":"W2398393048","doi":"10.1158/1538-7445.sabcs15-p1-07-10","title":"Abstract P1-07-10: Increasing population rates of in-situ breast cancer [DCIS] are associated with reduced breast cancer (BrCa) mortality. A case for screening mammography and \"overdiagnosis\" linked to outcome benefits","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Toronto; University of British Columbia; Centre for Advancing Health Outcomes; St. Michael's Hospital; Providence Health Care; BC Cancer Agency; University of British Columbia Hospital","funders":"","keywords":"Overdiagnosis; Medicine; Cancer registry; Demography; Breast cancer; Population; Mammography; Cancer; Gynecology; Cohort; Incidence (geometry); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001140706,0.0003237883,0.0007930243,0.0006872746,0.0002225031,0.00006949092,0.0001472613,0.0002125162,0.0003172764],"category_scores_gemma":[0.0002787915,0.0002326143,0.0001385944,0.001093108,0.0001995468,0.0003012728,0.00008227731,0.000377203,0.000001200362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024284,"about_ca_system_score_gemma":0.0003971744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1406138,"about_ca_topic_score_gemma":0.1263762,"domain_scores_codex":[0.9968487,0.0001262848,0.0006235947,0.0007256061,0.0008378673,0.0008379589],"domain_scores_gemma":[0.9972357,0.0005769561,0.0003121004,0.0003779366,0.001025734,0.0004715418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003197216,0.0001286567,0.9448388,0.0003095144,0.0003134531,0.00008840972,0.0002393385,0.00009129926,0.01793112,0.000009553089,0.0003100708,0.03254257],"study_design_scores_gemma":[0.003855973,0.0001543944,0.9880043,0.005201994,0.0001472546,0.00008695844,0.0003164894,0.00001790803,0.001837837,0.00001269676,0.00005344042,0.0003108032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896877,0.001357377,0.000008995436,0.003678781,0.0001058566,0.001648036,0.003442353,0.00003860919,0.00003224791],"genre_scores_gemma":[0.9973693,0.0008144113,0.00004793239,0.0001118645,0.000323881,0.001109147,0.0000425489,0.00008197904,0.00009891217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04316546,"threshold_uncertainty_score":0.9485736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345046378724988,"score_gpt":0.4352297522718623,"score_spread":0.3007251143993636,"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."}}