{"id":"W4365135405","doi":"10.1001/jamacardio.2023.0494","title":"Comprehensive Cardiovascular Magnetic Resonance Tissue Characterization and Cardiotoxicity in Women With Breast Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; St. Michael's Hospital; Mount Sinai Hospital; Vector Institute; Princess Margaret Cancer Centre; University Health Network; Toronto General Hospital; University of Toronto; Ted Rogers Centre for Heart Research","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Cardiotoxicity; Breast cancer; Trastuzumab; Anthracycline; Ejection fraction; Troponin; Cardiology; Oncology; Cancer; Heart failure; Chemotherapy; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002997909,0.0002166179,0.0008889082,0.0002096533,0.00006464034,0.00002145058,0.00006286016,0.0002645412,0.00001817647],"category_scores_gemma":[0.00002166242,0.0001949144,0.0001050346,0.0006322131,0.0001763669,0.0001220662,0.00004802784,0.0002922094,0.00001420853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355686,"about_ca_system_score_gemma":0.0001011191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000156621,"about_ca_topic_score_gemma":0.000008591142,"domain_scores_codex":[0.998363,0.0002003285,0.0002222873,0.0005029622,0.0002639475,0.0004474999],"domain_scores_gemma":[0.9992329,0.00005445575,0.00004252926,0.000381875,0.0001564226,0.0001317882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001157848,0.00001774904,0.05017596,0.0002311785,0.0004927604,0.0006542577,0.001177079,0.0002707424,0.4222732,0.00002179666,0.0001684748,0.5233589],"study_design_scores_gemma":[0.002898803,0.000224273,0.9198304,0.0001230212,0.00007979535,0.001079289,0.0002667693,0.00008184247,0.008199171,0.00001674945,0.06699235,0.0002075605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944391,0.003007474,0.0001554233,0.001016309,0.0001357868,0.0007135924,0.000122561,0.000122025,0.000287757],"genre_scores_gemma":[0.9924099,0.00567454,0.00003756898,0.0007440263,0.0005225402,0.0003192924,0.0000746691,0.00003933455,0.0001781599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8696544,"threshold_uncertainty_score":0.7948378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135796918101931,"score_gpt":0.2425509952026374,"score_spread":0.2311930260216181,"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."}}