{"id":"W1624802556","doi":"10.1158/1538-7445.sabcs14-p3-07-28","title":"Abstract P3-07-28: Population-based rates of in-situ breast cancer [DCIS] invasive breast cancer [BrINV], and breast cancer [BrCa] mortality [BrMOR] over time. A case for screening mammography? [ScreenMam]","year":2015,"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":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Cohort; Cancer registry; Breast cancer; Cancer; Population; Demography; Incidence (geometry); Gynecology; Oncology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001474952,0.0006303411,0.001231512,0.0009345012,0.0003112945,0.0001373519,0.0003535278,0.000377062,0.002601493],"category_scores_gemma":[0.000101998,0.0005693563,0.0003305803,0.001602781,0.0006376397,0.00053316,0.0001880913,0.001021775,0.000006922302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637123,"about_ca_system_score_gemma":0.003520665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5312986,"about_ca_topic_score_gemma":0.1976785,"domain_scores_codex":[0.9945581,0.0002064358,0.001000999,0.001245206,0.001562623,0.001426618],"domain_scores_gemma":[0.9952459,0.0004481915,0.0004301874,0.0007930043,0.001997828,0.001084909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004434349,0.0002758631,0.9449677,0.001160633,0.0005194445,0.0003225758,0.0004526316,0.0008810913,0.007051423,0.00001837502,0.005190684,0.03472522],"study_design_scores_gemma":[0.006808505,0.0001574757,0.9851392,0.002199763,0.000266417,0.0003093432,0.0005522604,0.001222921,0.002349807,0.00005779693,0.0003239343,0.0006126075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761783,0.005363786,0.00002553426,0.003721926,0.0002955275,0.002345778,0.01187557,0.00006290783,0.0001306727],"genre_scores_gemma":[0.9943293,0.001788646,0.00009392875,0.0003460833,0.0009991112,0.001848401,0.0001877446,0.0001543274,0.0002524314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33362,"threshold_uncertainty_score":0.9996758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221285066970055,"score_gpt":0.4343447645133321,"score_spread":0.3122162578163267,"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."}}