{"id":"W4322772123","doi":"10.1158/1538-7445.sabcs22-ot1-12-01","title":"Abstract OT1-12-01: A phase III trial evaluating De-escalation of Breast Radiation (DEBRA) following breast-conserving surgery (BCS) of stage 1, HR+, HER2-, RS ≤18 breast cancer: NRG-BR007","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Breast cancer; Tamoxifen; Breast-conserving surgery; Oncology; Internal medicine; Stage (stratigraphy); Radiation therapy; Gynecology; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207799,0.001333237,0.001653942,0.0003376833,0.0003592423,0.001124433,0.001166555,0.001239063,0.01501572],"category_scores_gemma":[0.001180359,0.0004049543,0.001146513,0.0004157583,0.0009805957,0.0006673825,0.0003552601,0.003911872,0.002050774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009560225,"about_ca_system_score_gemma":0.001618543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845005,"about_ca_topic_score_gemma":0.005430973,"domain_scores_codex":[0.9996713,0.0001626478,0.0000124533,0.00005692799,0.00002904535,0.00006752202],"domain_scores_gemma":[0.999207,0.000201336,0.0001589467,0.00005266715,0.00003811252,0.000342059],"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":[0.8955597,0.02909572,0.001584573,0.001214658,0.0006115604,0.00007941591,0.0001520686,0.0009486641,0.009265886,0.0003258459,0.004305983,0.05685596],"study_design_scores_gemma":[0.8068532,0.186521,0.003226434,0.00008437406,0.0003623004,0.00008036545,0.00004866394,0.0005864081,0.0007260684,0.0001758495,0.001319966,0.00001527634],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869317,0.001959372,0.0004177893,0.0009267143,0.0002560003,0.002853486,0.002243494,0.0001679596,0.004243481],"genre_scores_gemma":[0.9768636,0.002058317,0.001591907,0.001547104,0.0003019054,0.003750132,0.003858967,0.00005299795,0.009975112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01501572,"threshold_uncertainty_score":0.05023259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078236702743028,"score_gpt":0.4492157448137875,"score_spread":0.3413920745394847,"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."}}