{"id":"W2901085667","doi":"10.1016/j.ijrobp.2018.11.013","title":"Early Changes in Cardiovascular Biomarkers with Contemporary Thoracic Radiation Therapy for Breast Cancer, Lung Cancer, and Lymphoma","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; Abramson Cancer Center; Arizona Cancer Center","keywords":"Medicine; Breast cancer; Interquartile range; Lung cancer; Biomarker; Cancer; Internal medicine; Prostate cancer; Oncology; Radiation therapy; Gastroenterology","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":[0.0004990065,0.0002241196,0.0003748969,0.0005527028,0.000241288,0.000774023,0.0003761056,0.0005451498,0.001756241],"category_scores_gemma":[0.002285748,0.000164369,0.0003717108,0.0007977472,0.0002670259,0.0004575821,0.0003712914,0.000647772,0.0002768507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283369,"about_ca_system_score_gemma":0.0003672585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001767392,"about_ca_topic_score_gemma":0.002166631,"domain_scores_codex":[0.9997253,0.00005102601,0.00001939686,0.00007612887,0.00007154654,0.00005657412],"domain_scores_gemma":[0.9990118,0.0002030286,0.0004228516,0.00006118138,0.0001576414,0.0001434171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001614012,0.0001047601,0.9643463,0.00005999827,0.0002092589,0.0002161662,0.0001463643,0.0002838645,0.007965216,0.000187336,0.0004395916,0.02442714],"study_design_scores_gemma":[0.000007167931,0.0002231359,0.9968183,0.000008296632,0.00008380324,0.0002505905,0.00008329505,0.000222153,0.001165721,0.0001320168,0.0009988593,0.000006537464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903567,0.005679256,0.0006782481,0.000251886,0.00006132122,0.00002386267,0.0003614354,0.0000274235,0.002559947],"genre_scores_gemma":[0.9982986,0.0004513968,0.0003113615,0.00006989601,0.00004856051,0.00001003261,0.0002704619,0.000006398679,0.0005334067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001767392,"threshold_uncertainty_score":0.00587523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803372161408193,"score_gpt":0.3279245491406884,"score_spread":0.3098908275266065,"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."}}