{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015362,0.0004524782,0.0003344217,0.00107994,0.0008672692,0.001060685,0.001103502,0.0006432799,0.01491928],"category_scores_gemma":[0.003105431,0.0001611443,0.0001959073,0.002604185,0.0006707439,0.0002780622,0.0005932847,0.0004999576,0.002598706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727456,"about_ca_system_score_gemma":0.007639361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.504775,"about_ca_topic_score_gemma":0.4764279,"domain_scores_codex":[0.9992467,0.0001076029,0.00003006807,0.0001351802,0.0003758418,0.000104648],"domain_scores_gemma":[0.9962025,0.0003552199,0.0008015577,0.0001623675,0.001941342,0.0005370046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005788367,0.0001539445,0.8592732,0.0004337408,0.000112179,0.0001676347,0.0001648592,0.0003039913,0.001095396,0.0004902347,0.1040007,0.03322539],"study_design_scores_gemma":[0.00001879108,0.00006428188,0.991789,0.00004253184,0.00004096587,0.00009608018,0.0001002364,0.0001633291,0.0003843078,0.00007237532,0.007222588,0.000005433043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6341046,0.005677396,0.00298077,0.01752243,0.000577346,0.0008445173,0.2547743,0.0005951977,0.08292342],"genre_scores_gemma":[0.8808177,0.003058746,0.002336095,0.002346854,0.0007541777,0.0003288311,0.08181595,0.0001556371,0.02838607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.504775,"threshold_uncertainty_score":0.9962829,"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."}}