{"id":"W2087476788","doi":"10.1016/j.echo.2015.02.001","title":"Time Trends of Left Ventricular Ejection Fraction and Myocardial Deformation Indices in a Cohort of Women with Breast Cancer Treated with Anthracyclines, Taxanes, and Trastuzumab","year":2015,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Trastuzumab; Ejection fraction; Internal medicine; Cardiology; Cohort; Breast cancer; Oncology; Cancer; Heart failure","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":[0.0001433788,0.000125544,0.0001926034,0.0002414357,0.0002082441,0.0003192313,0.0001782015,0.0003280431,0.001205559],"category_scores_gemma":[0.0007190254,0.0001683879,0.0002606244,0.0004029636,0.0001250715,0.0002737885,0.0002159645,0.0005208468,0.0001471982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002336933,"about_ca_system_score_gemma":0.0002628416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763322,"about_ca_topic_score_gemma":0.005046654,"domain_scores_codex":[0.9999019,0.00001221618,0.000008875817,0.00003574922,0.0000135575,0.00002774964],"domain_scores_gemma":[0.9996378,0.00005886579,0.000145851,0.0000273832,0.0000388557,0.00009122565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003348336,0.00003635255,0.9977729,0.00000388801,0.00004013325,0.00009330122,0.00004722079,0.00004106661,0.0005953026,0.00002001564,0.00007853506,0.0009365532],"study_design_scores_gemma":[0.000006709893,0.0001044436,0.9992429,0.000001566732,0.00002624278,0.0001495837,0.0001293376,0.0001251997,0.00005374525,0.00001248698,0.0001456829,0.000002125721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990901,0.0001868182,0.0000319636,0.00005333309,0.000005114464,0.000002573839,0.000285301,0.000002244257,0.0003424948],"genre_scores_gemma":[0.9993957,0.0001052198,0.00002180574,0.00002081294,0.000008287788,0.000003381063,0.0002365097,9.836629e-7,0.0002071315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004763322,"threshold_uncertainty_score":0.009471238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005997926462437317,"score_gpt":0.2358783687913149,"score_spread":0.2298804423288776,"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."}}