{"id":"W4387844467","doi":"10.1016/j.ijrobp.2023.10.016","title":"Accelerated Partial Breast Irradiation Using 5 Daily Fractions: A Prospective, Phase 2, Multicenter Trial of Cosmetic Outcomes and Toxicity—ACCEL Final Results","year":2023,"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":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; BC Cancer Agency","funders":"","keywords":"Cosmesis; Medicine; Breast cancer; Clinical endpoint; Breast-conserving surgery; Prospective cohort study; Surgery; Ductal carcinoma; Multicenter trial; Internal medicine; Randomized controlled trial; Urology; Mastectomy; Cancer; Multicenter study","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":[0.002076523,0.001021458,0.0008262387,0.0003246871,0.0001605002,0.0006278561,0.0004795543,0.0005102353,0.002166591],"category_scores_gemma":[0.0007983643,0.0003212209,0.0009952973,0.0002710794,0.0004419551,0.0004017961,0.0002676251,0.001057613,0.0002842048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507296,"about_ca_system_score_gemma":0.0004396568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002319247,"about_ca_topic_score_gemma":0.0004592407,"domain_scores_codex":[0.9993958,0.0003320665,0.00002657942,0.00008765717,0.00008542881,0.00007239297],"domain_scores_gemma":[0.9996065,0.00006741535,0.0001685365,0.0000491274,0.00002513495,0.00008327924],"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":[0.7147314,0.04795615,0.01284632,0.001131455,0.002085084,0.0001861408,0.0001533083,0.003291254,0.04610468,0.0005766668,0.002843655,0.1680939],"study_design_scores_gemma":[0.391937,0.5730727,0.02082142,0.00006753469,0.001022144,0.0003858274,0.00005974547,0.001511369,0.006819214,0.0002658796,0.004005242,0.00003196472],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952381,0.002709636,0.0003493838,0.0001320768,0.00007708784,0.0005164814,0.0002412824,0.00003206158,0.0007038047],"genre_scores_gemma":[0.9930877,0.001842695,0.00115949,0.0003784187,0.0001974921,0.0007723681,0.0007667457,0.00002089202,0.001774278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002166591,"threshold_uncertainty_score":0.0109818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04829788010007895,"score_gpt":0.3849447212218149,"score_spread":0.336646841121736,"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."}}