{"id":"W2952882720","doi":"10.1007/s10554-019-01648-z","title":"Assessment of left ventricular function by CMR versus MUGA scans in breast cancer patients receiving trastuzumab: a prospective observational study","year":2019,"lang":"en","type":"article","venue":"International journal of cardiac imaging","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Canadian Centre for Applied Research in Cancer Control; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ejection fraction; Internal medicine; Cardiology; Brain natriuretic peptide; Trastuzumab; Prospective cohort study; Breast cancer; Troponin; Heart failure; Cancer; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004543661,0.0001259539,0.0003612503,0.0002640141,0.00002127528,0.00003053697,0.0001090007,0.00003582558,0.00007450982],"category_scores_gemma":[0.00004694644,0.0001205558,0.0002343444,0.0001597455,0.00002250753,0.0004228733,0.00002486036,0.0002787175,0.000001108474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190919,"about_ca_system_score_gemma":0.0002944672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009188116,"about_ca_topic_score_gemma":0.00000485873,"domain_scores_codex":[0.9980015,0.00008032071,0.0005187718,0.0001726276,0.001096952,0.0001298356],"domain_scores_gemma":[0.9981493,0.00008306684,0.0004307947,0.00008744415,0.001194572,0.00005480298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005952912,0.0005236072,0.9613498,0.00001406158,0.0007553813,0.0000109339,0.0003280959,0.0004041125,0.03001482,0.00001723113,0.000150452,0.005836194],"study_design_scores_gemma":[0.006082883,0.0002396732,0.9875839,0.0003015275,0.0001393061,0.00002937696,0.0006964627,0.0003187793,0.004353581,0.00002434347,0.0001338057,0.00009633968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957819,0.0001658543,0.0002476466,0.0004869704,0.002071517,0.0004615546,0.00004980963,0.000006607188,0.0007281344],"genre_scores_gemma":[0.9993533,0.00004928996,0.00009720629,0.00009743505,0.000316267,0.000009694242,0.00003274612,0.00001705931,0.00002700849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0262341,"threshold_uncertainty_score":0.4916124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253448960117613,"score_gpt":0.3129960423162276,"score_spread":0.3004615527150514,"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."}}