{"id":"W2095799175","doi":"10.1093/jnci/djr027","title":"Long-Term Outcomes of Invasive Ipsilateral Breast Tumor Recurrences After Lumpectomy in NSABP B-17 and B-24 Randomized Clinical Trials for DCIS","year":2011,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":780,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"National Cancer Institute; AstraZeneca","keywords":"Lumpectomy; Medicine; Randomized controlled trial; Oncology; Internal medicine; Ductal carcinoma; Mastectomy; Breast cancer; 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":[0.01356678,0.001463069,0.004093392,0.000618378,0.0006321134,0.001681967,0.0009097219,0.00264254,0.003597145],"category_scores_gemma":[0.01851835,0.0007012432,0.005081727,0.0006286501,0.001786084,0.001389489,0.0007464653,0.003218838,0.000472058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129429,"about_ca_system_score_gemma":0.001667209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006584517,"about_ca_topic_score_gemma":0.001201668,"domain_scores_codex":[0.9864497,0.01040289,0.001416626,0.000688567,0.0005246846,0.000517543],"domain_scores_gemma":[0.9866678,0.006179474,0.004585508,0.0007255255,0.0006178025,0.001223868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.985909,0.0009868594,0.000918237,0.001137436,0.004476127,0.00002310937,0.00003061593,0.0001542814,0.0002279262,0.00006398969,0.0002109721,0.005861493],"study_design_scores_gemma":[0.9293428,0.05888544,0.003134659,0.0002901329,0.006668112,0.00004362967,0.00003744506,0.0003053428,0.0002561296,0.0003505445,0.000661111,0.00002468247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261081,0.05987115,0.001216151,0.001679674,0.00138134,0.006222446,0.001230543,0.00009075503,0.002199808],"genre_scores_gemma":[0.9754052,0.009685147,0.001069055,0.0009809579,0.000896515,0.009727742,0.0009023856,0.00001890132,0.001314163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356678,"threshold_uncertainty_score":0.07174885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740238591704341,"score_gpt":0.4249969340057309,"score_spread":0.2509730748352968,"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."}}