{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063075,0.0002110196,0.0002299424,0.00168638,0.0003607303,0.000656743,0.0008036424,0.0004446851,0.004254171],"category_scores_gemma":[0.001945954,0.0001471951,0.0002758063,0.003650001,0.0002418926,0.0002666576,0.0003587404,0.00030887,0.0007967531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294538,"about_ca_system_score_gemma":0.003807602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8117313,"about_ca_topic_score_gemma":0.7678928,"domain_scores_codex":[0.9994425,0.00006957736,0.00003860454,0.000112907,0.000222905,0.0001135055],"domain_scores_gemma":[0.9980053,0.0001726967,0.0005447746,0.0001216662,0.0008857918,0.0002698013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043877,0.00002179949,0.9900494,0.00004154406,0.00007264745,0.0000308472,0.00006026281,0.0001662172,0.0001269191,0.00008396254,0.006461364,0.002780601],"study_design_scores_gemma":[0.000004199173,0.000008029859,0.998944,0.000004749328,0.00001219505,0.00001804566,0.00003809206,0.00008424257,0.00004280797,0.000006721584,0.0008349517,0.000002032129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7859039,0.001016548,0.0003567224,0.0005564482,0.00004369089,0.00010174,0.2053769,0.0001160853,0.006528134],"genre_scores_gemma":[0.9113663,0.0004728287,0.0004008554,0.0001396992,0.00004590873,0.00005853377,0.08406166,0.00002569023,0.003428574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8117313,"threshold_uncertainty_score":0.3787549,"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."}}