{"id":"W2171057830","doi":"10.1016/j.ijrobp.2013.04.005","title":"Late Toxicity and Patient Self-Assessment of Breast Appearance/Satisfaction on RTOG 0319: A Phase 2 Trial of 3-Dimensional Conformal Radiation Therapy-Accelerated Partial Breast Irradiation Following Lumpectomy for Stages I and II Breast Cancer","year":2013,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Alberta","funders":"National Cancer Institute","keywords":"Cosmesis; Medicine; Common Terminology Criteria for Adverse Events; Lumpectomy; Radiation therapy; Radiation oncologist; Breast cancer; Adverse effect; Toxicity; Surgery; Cancer; Internal medicine; Mastectomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002392159,0.0002285456,0.0004301247,0.0001104623,0.0001287505,0.0000228111,0.0001061813,0.0001837295,0.00001585175],"category_scores_gemma":[0.00002266129,0.0001996348,0.0001654977,0.00007957751,0.000112901,0.00009616995,0.00005198485,0.0001339767,3.174008e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463924,"about_ca_system_score_gemma":0.0003632161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000159955,"about_ca_topic_score_gemma":0.00001142842,"domain_scores_codex":[0.9984571,0.000145999,0.0007025611,0.0002617594,0.0002432699,0.0001892985],"domain_scores_gemma":[0.9977832,0.0000896096,0.001266777,0.00009828751,0.0006795842,0.00008257609],"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":[0.01991117,0.002532989,0.2612814,0.00002777654,0.003139676,0.000001970764,0.0007773302,0.001982237,0.1813636,0.0004608122,0.0003187507,0.5282023],"study_design_scores_gemma":[0.09987124,0.006309338,0.8665096,0.0000863252,0.0002122107,0.0001125131,0.00009574032,0.005962824,0.01959877,0.0003940112,0.0005051516,0.0003422824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955789,0.0003837858,0.0005674786,0.001137399,0.0009945871,0.000647635,0.0006686463,0.00001041793,0.00001118271],"genre_scores_gemma":[0.9974817,0.0008453786,0.0004678205,0.0001907362,0.000732949,0.0001046428,0.0001552122,0.00001971826,0.000001828712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6052282,"threshold_uncertainty_score":0.814087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238637817204458,"score_gpt":0.3255191339635312,"score_spread":0.3131327557914866,"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."}}