{"id":"W2988070887","doi":"10.1016/s0167-8140(19)33231-1","title":"174 Intraoperative Radiotherapy Outcomes in Early Breast Cancer","year":2019,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Breast cancer; Cancer; Radiology; Oncology; 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":[0.0007728728,0.0002050184,0.0003204284,0.001247104,0.0004198926,0.0007953236,0.000289705,0.0002395438,0.002144174],"category_scores_gemma":[0.002763251,0.0001300981,0.0004190195,0.001824162,0.0003194286,0.000428146,0.0005391809,0.0004803668,0.0002862246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007071347,"about_ca_system_score_gemma":0.000620937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005953422,"about_ca_topic_score_gemma":0.00856825,"domain_scores_codex":[0.9996161,0.000126128,0.00004083975,0.00003431418,0.00008394234,0.00009867817],"domain_scores_gemma":[0.9983267,0.0005962701,0.0006935095,0.0000757606,0.0001529583,0.0001548338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009493398,0.00009821094,0.9821668,0.00009762702,0.000126848,0.0001671203,0.0003076393,0.00009950271,0.0006775734,0.0001317791,0.0002235385,0.01495397],"study_design_scores_gemma":[0.00001151488,0.0002945862,0.9978522,0.00002291838,0.00009818787,0.0002182896,0.000301554,0.00002065243,0.0004231196,0.00006239124,0.0006883688,0.000006251993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954602,0.002442722,0.00006510244,0.00006267949,0.000008201588,0.000006468405,0.0003582084,0.000001785969,0.001594628],"genre_scores_gemma":[0.9979386,0.001057597,0.00003782715,0.0000338982,0.00001768114,0.000009650526,0.0003004388,0.000003039217,0.0006012427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005953422,"threshold_uncertainty_score":0.01183754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007026564099176208,"score_gpt":0.2915830613927726,"score_spread":0.2845564972935963,"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."}}