{"id":"W3014602666","doi":"10.1001/jamaoncol.2020.0249","title":"Effect of Delayed Targeted Intraoperative Radiotherapy vs Whole-Breast Radiotherapy on Local Recurrence and Survival","year":2020,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"St. Olavs Hospital Universitetssykehuset i Trondheim; Uniwersytet Medyczny w Lublinie; Universität des Saarlandes; University College London; University of Southern California; National Institute for Health and Care Research; Universitätsspital Zürich; Norges Teknisk-Naturvitenskapelige Universitet; University of Oxford","keywords":"Medicine; Lumpectomy; Radiation therapy; Mastectomy; Breast cancer; Randomized controlled trial; External beam radiotherapy; Surgery; Intraoperative radiotherapy; Cancer; Radiology; Brachytherapy; Internal medicine","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":[0.004637911,0.0009032863,0.001904663,0.000294832,0.0002169266,0.0008004641,0.0009956553,0.001581025,0.004644424],"category_scores_gemma":[0.007158381,0.0003313769,0.002711054,0.0002481894,0.0008250904,0.000920511,0.0004394035,0.001973522,0.0003427135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006435086,"about_ca_system_score_gemma":0.0007453968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003630258,"about_ca_topic_score_gemma":0.0005957519,"domain_scores_codex":[0.9976898,0.001548358,0.0001523261,0.0002785172,0.000130283,0.0002007189],"domain_scores_gemma":[0.9923759,0.004905762,0.0014643,0.0003470679,0.0001444545,0.0007624873],"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":[0.9746592,0.003293499,0.002254979,0.0005267399,0.0008906305,0.00001825003,0.00001914249,0.0004573773,0.0007725463,0.00009168499,0.0001832023,0.01683288],"study_design_scores_gemma":[0.4547404,0.5199791,0.01450078,0.0002430168,0.003803798,0.0001184377,0.00005575273,0.002478393,0.002530097,0.0006660121,0.0008520675,0.00003224539],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989837,0.00753383,0.0003866578,0.0004729801,0.0003543792,0.0004255341,0.000170387,0.00002344803,0.0007957667],"genre_scores_gemma":[0.9966337,0.001078167,0.0004617205,0.0002952254,0.000289367,0.0005510522,0.0001247596,0.000006833766,0.0005592314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004644424,"threshold_uncertainty_score":0.02452791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007730415757261636,"score_gpt":0.2830973617822725,"score_spread":0.2753669460250109,"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."}}