{"id":"W3011900353","doi":"10.1016/s1470-2045(20)30085-1","title":"Quality of life after breast-conserving therapy and adjuvant radiotherapy for non-low-risk ductal carcinoma in situ (BIG 3-07/TROG 07.01): 2-year results of a randomised, controlled, phase 3 trial","year":2020,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McMaster University","funders":"National Health and Medical Research Council; European Organisation for Research and Treatment of Cancer; Canadian Cancer Society; KWF Kankerbestrijding; Breast Cancer Now; Susan G. Komen for the Cure","keywords":"Ductal carcinoma; Medicine; Radiation therapy; Randomized controlled trial; Quality of life (healthcare); Oncology; Adjuvant therapy; Breast cancer; In situ; Internal medicine; Cancer; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001003874,0.00021972,0.001321425,0.00002814687,0.00004700179,0.00000629335,0.0002040041,0.000154365,0.00000927435],"category_scores_gemma":[0.0004052248,0.000148315,0.0002243914,0.00006757548,0.0002612708,0.000004328808,0.00007268789,0.0001170966,5.879557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003056334,"about_ca_system_score_gemma":0.0002250818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002929986,"about_ca_topic_score_gemma":0.0003599162,"domain_scores_codex":[0.9979488,0.0006140188,0.0006698674,0.0003755655,0.0001058276,0.0002859232],"domain_scores_gemma":[0.9984753,0.0005241812,0.0004989252,0.0003328828,0.00009479626,0.00007392331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9177703,0.0004031915,0.008365124,0.00005100067,0.0006538897,0.00000420386,0.001420745,0.00001028184,0.06546208,0.000008619181,0.0004598482,0.005390662],"study_design_scores_gemma":[0.9568727,0.003358254,0.03101961,0.00001553982,0.00009250452,0.000009750604,0.0003424851,0.0001027422,0.007124593,0.00004190652,0.0008461408,0.0001737778],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988134,0.004200455,0.000114276,0.004799288,0.000150342,0.00195985,0.0005051653,0.000007010125,0.0001296061],"genre_scores_gemma":[0.9950035,0.001920403,0.0004052109,0.0009958181,0.001064288,0.0005421779,0.00003998206,0.00002166093,0.000006973012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05833748,"threshold_uncertainty_score":0.6048111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920554261291111,"score_gpt":0.3252999626017448,"score_spread":0.2860944199888337,"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."}}