{"id":"W2766236538","doi":"10.1016/j.breast.2017.10.015","title":"Editorial: Approaches of the treatment of DCIS","year":2017,"lang":"en","type":"editorial","venue":"The Breast","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Breast cancer; Colorectal cancer; Mammography; Cancer; Internal medicine; Population; Stage (stratigraphy); Oncology; Colonoscopy; Concomitant; Adenomatous polyps","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267249,0.0003178331,0.0004390092,0.00001615431,0.0001801321,0.00001433323,0.0007962773,0.0004522094,0.00000449224],"category_scores_gemma":[0.00008950768,0.0001564114,0.0003673303,0.00003449363,0.0005312937,0.000001702307,0.0002140178,0.0001111018,0.00000273003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253968,"about_ca_system_score_gemma":0.0003128646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004429679,"about_ca_topic_score_gemma":0.0001839143,"domain_scores_codex":[0.9987173,0.00008812414,0.0002437017,0.0003246806,0.0004304049,0.000195775],"domain_scores_gemma":[0.9975929,0.00008636275,0.0005530822,0.001545977,0.0001946178,0.0000271005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002973242,0.000262495,0.0003404497,0.00004070002,0.000757151,1.730431e-7,0.0001700783,0.00000255499,0.0002903109,0.000008125207,0.9928434,0.004987236],"study_design_scores_gemma":[0.0009089436,0.0002338145,0.001147344,0.00006210944,0.0004206411,0.000004752972,0.00005089532,3.945837e-7,0.004814299,0.00004020263,0.9921674,0.0001492623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001160377,0.002135315,0.000001885063,0.0002326926,0.9930683,0.000331787,0.001815296,0.000005394506,0.001249003],"genre_scores_gemma":[0.01940236,0.001026074,0.00001544597,0.000002121768,0.977927,0.00009076326,0.0002468325,0.00004012781,0.001249335],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01824198,"threshold_uncertainty_score":0.637827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666293947492863,"score_gpt":0.254539978383062,"score_spread":0.2378770389081334,"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."}}