{"id":"W4206399449","doi":"10.1097/01.cot.0000816412.43176.b0","title":"Post-Lumpectomy Breast Radiation Lowers IBR for “Good Risk” DCIS","year":2022,"lang":"en","type":"article","venue":"Oncology Times","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lumpectomy; Medicine; Breast cancer; Mastectomy; Clinical endpoint; Oncology; Radiation therapy; Mammography; Ductal carcinoma; Tamoxifen; Internal medicine; Randomized controlled trial; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009676131,0.0002133311,0.0007147224,0.0002668478,0.0001869841,0.0005996262,0.000289559,0.0006759527,0.01016166],"category_scores_gemma":[0.003773777,0.0001726427,0.001217674,0.0002313531,0.0002147638,0.0005556613,0.000257895,0.00113635,0.0007151265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002990376,"about_ca_system_score_gemma":0.0004237666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008079284,"about_ca_topic_score_gemma":0.002372735,"domain_scores_codex":[0.9995926,0.0002079826,0.00003827751,0.00004657398,0.00005160021,0.00006297969],"domain_scores_gemma":[0.998674,0.0005834145,0.0003264756,0.00009408785,0.0000803058,0.0002416596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.4225741,0.01489613,0.0274995,0.004527618,0.003100591,0.0001176361,0.0002237646,0.0007029845,0.01193812,0.0007016315,0.01209862,0.5016193],"study_design_scores_gemma":[0.1616491,0.2839658,0.4837735,0.002577103,0.01112182,0.0008092379,0.0006018117,0.002122363,0.01172661,0.002294653,0.03924784,0.0001100478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524422,0.03329697,0.000348824,0.003192801,0.0006711599,0.0003832031,0.0007062019,0.0001238892,0.008834802],"genre_scores_gemma":[0.9906881,0.004446714,0.0003535278,0.001296144,0.0003326955,0.0001509334,0.0004292324,0.00001423079,0.002288369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016166,"threshold_uncertainty_score":0.03399414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004545307797661365,"score_gpt":0.2548007996104726,"score_spread":0.2502554918128112,"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."}}