{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003034622,0.0001546126,0.000173199,0.0004083992,0.0001941922,0.0002849841,0.0001676659,0.0003112819,0.0008754423],"category_scores_gemma":[0.001171682,0.000148008,0.0001337562,0.0005454503,0.000147764,0.0002324106,0.000216296,0.0002391292,0.0001593308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002041169,"about_ca_system_score_gemma":0.0001925702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564441,"about_ca_topic_score_gemma":0.00616988,"domain_scores_codex":[0.9998299,0.00004280533,0.00001517628,0.00004693997,0.00003499264,0.0000301226],"domain_scores_gemma":[0.999529,0.00007432984,0.0002405739,0.00003713145,0.00004599321,0.0000729606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007808032,0.00001669246,0.9977603,0.000006957783,0.0000141273,0.00004337386,0.00002074237,0.00001852638,0.0004375277,0.000005778369,0.00007246375,0.001525444],"study_design_scores_gemma":[0.000002941036,0.00006846795,0.9993775,0.000003452466,0.00001033275,0.0002154112,0.00003874484,0.00004955804,0.00006825946,0.000009669679,0.0001545313,0.000001208731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980425,0.0007606682,0.0001061876,0.00009362498,0.000005539005,0.00001223503,0.0004294633,0.000004278457,0.0005454798],"genre_scores_gemma":[0.999028,0.0002259586,0.0001352719,0.00006055389,0.00001675344,0.00001129346,0.0003280544,0.000001489422,0.0001927197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002564441,"threshold_uncertainty_score":0.005098999,"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."}}