{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001507809,0.0001471158,0.0001844899,0.0000470271,0.0003836529,0.000007362606,0.0001495526,0.00008969576,0.0003165519],"category_scores_gemma":[0.00004367308,0.0001490227,0.0001261284,0.0000704457,0.00007695748,0.000003413203,0.0001641052,0.00008971457,0.00001821249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509216,"about_ca_system_score_gemma":0.0001851879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159136,"about_ca_topic_score_gemma":0.00007710855,"domain_scores_codex":[0.9990661,0.0001080751,0.0001440019,0.0003509162,0.00007752357,0.0002534081],"domain_scores_gemma":[0.9994733,0.0000576347,0.0001344979,0.0002150858,0.0000706895,0.0000488146],"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":[0.005769238,0.002237236,0.156142,0.00005415145,0.003148112,0.00004184018,0.001607137,0.001006122,0.08593687,0.001108154,0.3688272,0.374122],"study_design_scores_gemma":[0.004623499,0.002443898,0.07658897,0.00000245086,0.0002682283,0.0002191446,0.0009343608,0.0000716568,0.008431464,0.0002935212,0.9057433,0.0003795268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435142,0.00614634,0.0008738416,0.01331052,0.002167795,0.001659538,0.00482212,0.0001401495,0.02736543],"genre_scores_gemma":[0.9926976,0.000163898,0.0008022321,0.0007608025,0.0003882576,0.0006913356,0.0008118524,0.00003202717,0.00365198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5369161,"threshold_uncertainty_score":0.6076968,"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."}}