{"id":"W2913552625","doi":"10.1038/s41379-019-0204-1","title":"Ductal carcinoma in situ of the breast: an update for the pathologist in the era of individualized risk assessment and tailored therapies","year":2019,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ductal carcinoma; Pathology; Carcinoma in situ; In situ; Carcinoma; Breast cancer; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126841,0.001073647,0.002059111,0.002482059,0.0002675415,0.001601061,0.001220488,0.001894436,0.002964855],"category_scores_gemma":[0.001958554,0.0003293529,0.0006492507,0.001951921,0.0005969615,0.002087432,0.001015516,0.002651765,0.001519233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008743352,"about_ca_system_score_gemma":0.0016322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170611,"about_ca_topic_score_gemma":0.003209554,"domain_scores_codex":[0.9995938,0.00008898305,0.00006985652,0.00005892829,0.0001536756,0.00003480398],"domain_scores_gemma":[0.9985766,0.0008521019,0.0001332918,0.00002988929,0.0002983676,0.0001097626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000849534,0.00004447054,0.0002592044,0.0126089,0.00008327515,0.0004592731,0.00004758452,0.0003632366,0.0007267829,0.002159184,0.1173598,0.8658034],"study_design_scores_gemma":[0.00002529857,0.00007575814,0.0007179576,0.006695012,0.0001684671,0.002399487,0.00007130501,0.0001436084,0.0001382359,0.001626425,0.9879087,0.00002993526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003893281,0.998045,0.0001281275,0.000732703,0.000681481,0.00000233817,0.00001681758,0.000008535072,0.000346089],"genre_scores_gemma":[0.0003013376,0.9970637,0.0002906125,0.0008715111,0.001079406,0.000003442972,0.00003252792,0.000002027496,0.0003554578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002964855,"threshold_uncertainty_score":0.009918451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537480353786879,"score_gpt":0.3383022944487991,"score_spread":0.3029274909109303,"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."}}