{"id":"W2076803848","doi":"10.1016/j.amjcard.2011.01.006","title":"Early Detection and Prediction of Cardiotoxicity in Chemotherapy-Treated Patients","year":2011,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":681,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Heart, Lung, and Blood Institute; Massachusetts General Hospital","keywords":"Cardiotoxicity; Medicine; Ejection fraction; Trastuzumab; Internal medicine; Cardiology; Natriuretic peptide; Chemotherapy; Troponin; Breast cancer; Cardiac function curve; Troponin I; Anthracycline; Diastole; Heart failure; Cancer; Myocardial infarction; Blood pressure","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":[0.000362815,0.0002857369,0.0004448398,0.0007295422,0.0002839981,0.0005000336,0.0002231762,0.0006950062,0.001195481],"category_scores_gemma":[0.003598469,0.0001855892,0.0002596784,0.0004626989,0.0001641419,0.0004032798,0.0002355912,0.0009194306,0.0001576466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457483,"about_ca_system_score_gemma":0.0003565829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008810917,"about_ca_topic_score_gemma":0.00161828,"domain_scores_codex":[0.9997626,0.00008115254,0.00002910881,0.00002945371,0.0000477281,0.00005007732],"domain_scores_gemma":[0.9975163,0.000928015,0.0008570757,0.00006365208,0.0001830429,0.0004519943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004260313,0.00009679511,0.995097,0.00001132624,0.00001767057,0.0002735466,0.00001658801,0.00008412448,0.0005515174,0.0000260364,0.00008224928,0.003317037],"study_design_scores_gemma":[0.00001862219,0.0005715141,0.9959003,0.00002244196,0.00006371482,0.001460838,0.00008371537,0.0009375663,0.0005267708,0.0001002549,0.0003059119,0.00000823703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962005,0.001575536,0.0002731864,0.0002710141,0.00003495992,0.00001425943,0.00006919377,0.000009051008,0.001552426],"genre_scores_gemma":[0.9992303,0.0002694244,0.0001608644,0.00004913889,0.00004658152,0.000003859536,0.00006298862,0.000001692543,0.0001751661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001195481,"threshold_uncertainty_score":0.003999293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510849033343695,"score_gpt":0.2285367773030339,"score_spread":0.213428286969597,"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."}}