{"id":"W2972807344","doi":"10.1016/j.ijrobp.2019.06.964","title":"Validation and Inter-Rater Reliability of Two Metrics Used As Predictors of Heart Dose in Patients Treated with Adjuvant Radiotherapy to the Left Breast","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","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; Health Sciences Centre; Western University; Sunnybrook Health Science Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Receiver operating characteristic; Nuclear medicine; Univariate analysis; Logistic regression; Radiology; Internal medicine; Cancer; Multivariate analysis","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":[0.01845583,0.0005624957,0.0009087645,0.001649853,0.0005963951,0.001393134,0.0006932609,0.001036862,0.0007293897],"category_scores_gemma":[0.0504788,0.0003238216,0.001358338,0.001101816,0.001063849,0.001048512,0.001183498,0.0009534219,0.0003636781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007649347,"about_ca_system_score_gemma":0.0007202306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001875975,"about_ca_topic_score_gemma":0.003254339,"domain_scores_codex":[0.9874974,0.005658813,0.001769223,0.001967279,0.002664376,0.0004429393],"domain_scores_gemma":[0.9256954,0.04688464,0.007179072,0.006601298,0.01285779,0.0007818755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0019937,0.0001909115,0.958719,0.0001782019,0.001497882,0.00006697469,0.002794419,0.00217004,0.004566957,0.0003716802,0.0007763197,0.02667386],"study_design_scores_gemma":[0.000124694,0.000870064,0.9741501,0.00007735863,0.0006923212,0.0003426582,0.001028401,0.01320135,0.006758868,0.0003645703,0.002321819,0.00006772734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988191,0.0007855376,0.007610193,0.0000832637,0.0001202309,0.0002100638,0.0007735814,0.00007807435,0.002147999],"genre_scores_gemma":[0.9954699,0.0001179833,0.003189462,0.00003034847,0.00003230988,0.0001876889,0.0005622299,0.00004941137,0.000360588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845583,"threshold_uncertainty_score":0.09760493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007028762567202531,"score_gpt":0.2852279186966099,"score_spread":0.2781991561294074,"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."}}