{"id":"W3000938649","doi":"10.1161/jaha.119.014708","title":"Changes in Cardiovascular Biomarkers With Breast Cancer Therapy and Associations With Cardiac Dysfunction","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Ejection fraction; Hazard ratio; Internal medicine; Anthracycline; Trastuzumab; Proportional hazards model; Cardiology; Breast cancer; Prospective cohort study; Natriuretic peptide; Cohort study; Troponin; Cancer; Oncology; Heart failure; Myocardial infarction; Confidence interval","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":[0.0007740964,0.0002221091,0.0002791726,0.0003424356,0.0001704304,0.0004681446,0.0002479245,0.000340016,0.0005938098],"category_scores_gemma":[0.002581159,0.0001304853,0.0002788358,0.000679048,0.0002067363,0.000223528,0.0002388681,0.0005659382,0.0001045462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004082639,"about_ca_system_score_gemma":0.0003457262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081887,"about_ca_topic_score_gemma":0.002122619,"domain_scores_codex":[0.9995653,0.0001448298,0.0000384829,0.0001043025,0.00007453491,0.00007247744],"domain_scores_gemma":[0.9973495,0.0004994086,0.00157909,0.0001414597,0.0002181717,0.000212294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001856742,0.00002332139,0.9973944,0.000008600507,0.00004784847,0.00003013546,0.000008313358,0.00007030815,0.0003476978,0.000006626926,0.00002771696,0.001849373],"study_design_scores_gemma":[0.000005291265,0.0001069039,0.9991897,0.000002822974,0.00002826569,0.0001557508,0.00001077491,0.0001590192,0.0001670378,0.00001261172,0.0001600423,0.000001844925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969026,0.002101027,0.000168757,0.0001032516,0.000006869206,0.00001100329,0.0003190839,0.000007643832,0.0003796962],"genre_scores_gemma":[0.9992012,0.0002841124,0.0001201319,0.00003562537,0.00001655082,0.000009031391,0.0002280244,0.000001078802,0.0001042178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002081887,"threshold_uncertainty_score":0.004139483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433122146055405,"score_gpt":0.2420071737977999,"score_spread":0.2276759523372458,"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."}}