{"id":"W2886128751","doi":"10.1016/j.jcmg.2018.03.025","title":"Contemporary Role of Echocardiography for Clinical Decision Making in Patients During and After Cancer Therapy","year":2018,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Trastuzumab; Intensive care medicine; Asymptomatic; Cardiotoxicity; Cancer; Breast cancer; Population; Internal medicine; Chemotherapy","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":[0.002442978,0.0007594248,0.001561249,0.001891713,0.0002780721,0.001883251,0.001011006,0.001555512,0.00274326],"category_scores_gemma":[0.006712871,0.00027983,0.0007483613,0.001452916,0.001039842,0.00172147,0.0008505507,0.002471278,0.0009481645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006978878,"about_ca_system_score_gemma":0.001631132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394788,"about_ca_topic_score_gemma":0.002472587,"domain_scores_codex":[0.9990283,0.0003861728,0.0001489047,0.0001302604,0.0002504001,0.00005593233],"domain_scores_gemma":[0.99349,0.004876992,0.0005205018,0.0001001179,0.0008593597,0.0001530636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007776216,0.00003881911,0.001187515,0.009401719,0.0001691542,0.0002327721,0.000128364,0.0003719521,0.0003391333,0.003286126,0.02084174,0.9639249],"study_design_scores_gemma":[0.00008097987,0.0002207585,0.01019178,0.04331757,0.0007254747,0.005775962,0.0006601132,0.0008159061,0.0006289208,0.01536801,0.9220875,0.0001270622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001466807,0.9976004,0.0001918089,0.001138134,0.0001984024,0.000002742502,0.00001611838,0.000005314055,0.0007004584],"genre_scores_gemma":[0.003293715,0.9944029,0.000547682,0.0006106444,0.0009397928,0.000007887704,0.00002924668,0.000002873793,0.0001651142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00274326,"threshold_uncertainty_score":0.01291984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913434034344929,"score_gpt":0.3666658405714072,"score_spread":0.3275315002279579,"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."}}