{"id":"W2943982578","doi":"10.1158/1538-7445.sabcs18-p2-08-03","title":"Abstract P2-08-03: Multiple foci of microinvasion is associated with an increased risk of invasive local recurrence and an increased risk of breast cancer mortality in women with ductal carcinoma in situ treated with breast-conserving therapy","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Oncology; Ductal carcinoma; Cohort; Internal medicine; Proportional hazards model; Cancer registry; Hazard ratio; Population; Cancer; Malignancy; Gynecology; Confidence interval","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":[0.0001710754,0.0001633338,0.0001910048,0.0002603899,0.0002062041,0.000331766,0.0003198378,0.000202744,0.00480769],"category_scores_gemma":[0.0009633918,0.0001423621,0.0003752105,0.0003417225,0.0001832453,0.0001415502,0.000198925,0.0003424361,0.0002431338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006079233,"about_ca_system_score_gemma":0.0007956848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05256768,"about_ca_topic_score_gemma":0.05348695,"domain_scores_codex":[0.9998803,0.00001852957,0.000006886945,0.00002958217,0.00003944528,0.00002520654],"domain_scores_gemma":[0.9993032,0.00008906482,0.0003073518,0.00004606833,0.00007887148,0.0001754641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002584196,0.0000206039,0.9971663,0.000009437032,0.00004886331,0.0001201796,0.00002907695,0.00003820795,0.0005020562,0.000008061458,0.0003660421,0.001432615],"study_design_scores_gemma":[0.000009786187,0.00004123503,0.9993446,0.000002018036,0.00002586094,0.0002457467,0.00002784952,0.0001181488,0.0000503712,0.00000895865,0.0001243062,0.000001145777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981557,0.00015948,0.00006632802,0.0001265883,0.000005361266,0.000009207271,0.0009209621,0.00000854018,0.000547923],"genre_scores_gemma":[0.9993609,0.00002403964,0.00002902647,0.0000109003,0.000007158675,0.000003423677,0.0002520597,0.000002082431,0.0003104229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05256768,"threshold_uncertainty_score":0.1045234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445755725224513,"score_gpt":0.3070455560603221,"score_spread":0.2825879988080769,"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."}}