{"id":"W3008135211","doi":"10.1161/circoutcomes.119.005984","title":"Utilization of Cardiac Surveillance Tests in Survivors of Breast Cancer and Lymphoma After Anthracycline-Based Chemotherapy","year":2020,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Pfizer; National Heart, Lung, and Blood Institute; National Institutes of Health; Amgen; Audentes Therapeutics; Ipsen; Regeneron Pharmaceuticals; MyoKardia; AstraZeneca; Bristol-Myers Squibb; GlaxoSmithKline","keywords":"Medicine; Anthracycline; Internal medicine; Breast cancer; Cardiology; Heart failure; Odds ratio; Coronary artery disease; Cancer; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007496804,0.0001658718,0.000938807,0.00009080906,0.0000253896,0.000009144164,0.00003322136,0.0001429297,0.00001197715],"category_scores_gemma":[0.0001220071,0.000159056,0.0004403493,0.0003366837,0.0001333224,0.00009951731,0.00001276785,0.00006505667,2.260601e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004492638,"about_ca_system_score_gemma":0.00008327134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006169426,"about_ca_topic_score_gemma":0.00004681166,"domain_scores_codex":[0.9984412,0.0002231795,0.0004999561,0.0003162995,0.0003914582,0.0001278825],"domain_scores_gemma":[0.9991785,0.0001330501,0.0001513844,0.0002674365,0.0001763504,0.00009322734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002158375,0.00005043135,0.9326972,0.00069007,0.000455082,0.000001656385,0.0005309343,0.0003672042,0.01149939,0.00002973432,0.000001099107,0.05346139],"study_design_scores_gemma":[0.002810412,0.00001940561,0.9775622,0.00009117308,0.0001038619,0.000003533842,0.0001238027,0.000712746,0.01830149,0.00002430263,0.00009843152,0.0001486326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922882,0.004353981,0.001113943,0.001599759,0.00005563319,0.0004434671,0.00009605633,0.00002440207,0.00002457543],"genre_scores_gemma":[0.9980626,0.001091859,0.0001022496,0.0006051011,0.00005852459,0.00001893994,0.00003938987,0.00001958436,0.0000017204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05331276,"threshold_uncertainty_score":0.6486113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04438504679620882,"score_gpt":0.3179205487566821,"score_spread":0.2735355019604733,"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."}}