{"id":"W4410818610","doi":"10.1200/jco.2025.43.16_suppl.tps628","title":"Radiation omission in patients with clinically node-negative breast cancer undergoing lumpectomy (ROSALIE).","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; Ontario Clinical Oncology Group; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Lumpectomy; Breast cancer; Cancer; Radiation therapy; Oncology; Internal medicine; Mastectomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005463772,0.0002314939,0.0004647668,0.0002273427,0.0002049586,0.0003816852,0.0002531706,0.0003926046,0.001309945],"category_scores_gemma":[0.001041592,0.0002019749,0.001139375,0.0003860595,0.0001509745,0.0002763575,0.0002731406,0.0005796205,0.000223514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021657,"about_ca_system_score_gemma":0.0004354079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008610545,"about_ca_topic_score_gemma":0.001831614,"domain_scores_codex":[0.999694,0.00009066103,0.00003735144,0.00008004334,0.00004836527,0.00004960968],"domain_scores_gemma":[0.999575,0.00008301344,0.0002342208,0.00003577756,0.00001723671,0.00005472664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.04828686,0.001258917,0.9145913,0.0005499953,0.001142042,0.0004784792,0.000152286,0.0002621221,0.002260193,0.00006542624,0.0007894613,0.03016296],"study_design_scores_gemma":[0.002789639,0.02021224,0.9700403,0.00009212454,0.001399679,0.0009838564,0.000189041,0.0003839252,0.000690444,0.0001237642,0.003074301,0.00002059354],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978588,0.001144255,0.00007110518,0.00005576188,0.00002038836,0.00004956359,0.0003824191,0.000003910371,0.0004136877],"genre_scores_gemma":[0.9985253,0.0003610209,0.00008097083,0.00009306088,0.00002333339,0.00005409042,0.0005801207,0.000001801594,0.0002803428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001309945,"threshold_uncertainty_score":0.004382133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001361952134324,"score_gpt":0.3981260210929641,"score_spread":0.3781124015716209,"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."}}