{"id":"W4402747656","doi":"10.1016/j.jaccao.2024.08.001","title":"SGLT2i and Primary Prevention of Cancer Therapy–Related Cardiac Dysfunction in Patients With Diabetes","year":2024,"lang":"en","type":"article","venue":"JACC CardioOncology","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Diabetes mellitus; Cancer; Primary prevention; Cardiac dysfunction; Internal medicine; Intensive care medicine; Heart failure; Disease; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002382587,0.0001271033,0.0004830518,0.0001754116,0.00002101394,0.000008806208,0.00002306023,0.0001959683,0.00002565971],"category_scores_gemma":[0.00001164057,0.0001032062,0.0001299901,0.0002989227,0.00008035147,0.0001089402,0.00001437999,0.0001983435,0.000001876313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428345,"about_ca_system_score_gemma":0.0001601845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003266568,"about_ca_topic_score_gemma":0.0000118468,"domain_scores_codex":[0.9990751,0.0001016095,0.0002117434,0.0002671655,0.0001803911,0.000164028],"domain_scores_gemma":[0.9996068,0.00006762935,0.00005912956,0.0001388662,0.00008307767,0.00004444507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004987824,0.000119727,0.6882963,0.0002796615,0.0008892279,0.000006258058,0.0004705763,0.00002818474,0.06094715,0.00005188245,0.0002469089,0.2481654],"study_design_scores_gemma":[0.003626584,0.0009941501,0.9675563,0.0002760209,0.0002146546,0.000002598069,0.00004952111,0.00002746786,0.02302178,0.00008885755,0.004024666,0.00011742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917411,0.004607789,0.00001583613,0.000297817,0.000455556,0.0007568916,0.00001372965,0.000050544,0.00206075],"genre_scores_gemma":[0.9985327,0.0007157506,0.00005391528,0.0001270092,0.0001206372,0.00009980403,0.00008000509,0.00002482799,0.0002453497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27926,"threshold_uncertainty_score":0.4208627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007292540113769248,"score_gpt":0.2480716423883588,"score_spread":0.2407791022745895,"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."}}