{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006830967,0.0001372931,0.0002302348,0.0009289316,0.0002590715,0.0005372116,0.0003905175,0.0003131659,0.001119918],"category_scores_gemma":[0.003736671,0.0001712389,0.000293777,0.001231649,0.0002330992,0.0004253498,0.0004348367,0.0005596192,0.000135019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004587308,"about_ca_system_score_gemma":0.0004639315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005798652,"about_ca_topic_score_gemma":0.006571579,"domain_scores_codex":[0.9992631,0.0001615824,0.0001280526,0.0001410109,0.0001713075,0.0001349398],"domain_scores_gemma":[0.9948167,0.0007290745,0.003546744,0.0001547538,0.0003155195,0.0004372057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000168544,0.00001268104,0.9995116,0.000003183142,0.00000878113,0.00002508384,0.00002053194,0.00001024884,0.00001668727,0.000004231203,0.00004100207,0.0003291834],"study_design_scores_gemma":[0.000002260663,0.00005014403,0.999326,0.000007474236,0.00001177174,0.0002281747,0.0001203677,0.0001108794,0.00002865181,0.000007356941,0.000105346,0.000001779964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988669,0.0003074805,0.00002865586,0.00005617576,0.000004149488,0.000006878574,0.0003962452,0.000002498149,0.0003310404],"genre_scores_gemma":[0.9993353,0.000128186,0.00002995219,0.00002922154,0.000008757563,0.000007117105,0.0004085607,8.418392e-7,0.00005199852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005798652,"threshold_uncertainty_score":0.01152974,"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."}}