{"id":"W4396599226","doi":"10.1158/1538-7445.sabcs23-po1-19-02","title":"Abstract PO1-19-02: 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":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Breast-conserving surgery; Medicine; Breast cancer; Stage (stratigraphy); Oncology; Internal medicine; Cancer; Surgery; 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":[0.001223236,0.001331021,0.001293722,0.0003589482,0.0003117227,0.001127882,0.001270708,0.001245083,0.01699542],"category_scores_gemma":[0.001072348,0.0003255277,0.001092635,0.0003056201,0.0008972911,0.0007694847,0.0003875436,0.003956478,0.002503489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007170382,"about_ca_system_score_gemma":0.001376426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007343727,"about_ca_topic_score_gemma":0.00203882,"domain_scores_codex":[0.9996969,0.0001525917,0.00001149139,0.00005564914,0.00002886335,0.00005463554],"domain_scores_gemma":[0.9993271,0.0001656355,0.0001159572,0.00004442724,0.0000305286,0.0003165036],"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":[0.8512396,0.04926581,0.001812549,0.001113081,0.0008418877,0.0001288237,0.0001349412,0.001220811,0.01218502,0.0005548122,0.005705849,0.07579691],"study_design_scores_gemma":[0.8044114,0.1892092,0.002169327,0.00005217956,0.0002607513,0.00007498866,0.00003653847,0.0006248311,0.0009143472,0.0002756919,0.001958016,0.00001284962],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800759,0.002271557,0.0007179991,0.001577968,0.0004255047,0.004676569,0.002792923,0.0002178376,0.007243734],"genre_scores_gemma":[0.9669591,0.002140231,0.002333512,0.00248487,0.0003760833,0.005804637,0.004692779,0.00006445679,0.01514423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01699542,"threshold_uncertainty_score":0.05685538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08854814882428205,"score_gpt":0.4559461882738233,"score_spread":0.3673980394495413,"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."}}