{"id":"W3153397492","doi":"10.1161/jaha.120.019811","title":"Effect of Active Cancer on the Cardiac Phenotype: A Cardiac Magnetic Resonance Imaging‐Based Study of Myocardial Tissue Health and Deformation in Patients With Chemotherapy‐Naïve Cancer","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cancer; Ejection fraction; Cardiology; Internal medicine; Magnetic resonance imaging; Malignancy; Breast cancer; Cardiac magnetic resonance imaging; Population; Heart failure; Radiology","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":[0.0008454767,0.0001127159,0.0007329267,0.0000698726,0.00005695598,0.000008815721,0.00004714252,0.00002769534,0.000004021831],"category_scores_gemma":[0.0001965201,0.00006763374,0.0001461121,0.0004452836,0.00004528756,0.00007274879,0.00001001107,0.0002458721,1.170253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007741887,"about_ca_system_score_gemma":0.0003593272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006856361,"about_ca_topic_score_gemma":0.00005391174,"domain_scores_codex":[0.9979012,0.0008813512,0.0003371517,0.0001088294,0.0006357336,0.0001357548],"domain_scores_gemma":[0.9982759,0.000326739,0.0008149138,0.0001619161,0.0003751481,0.00004535522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001541733,0.0001699888,0.9096928,0.00003597995,0.0001713191,2.772597e-7,0.002825703,0.0001055285,0.005580284,6.276651e-7,0.0001455183,0.07973022],"study_design_scores_gemma":[0.002910152,0.002502328,0.9474202,0.0002663119,0.0001465511,4.525272e-7,0.0007198059,0.00003897409,0.04578765,0.00000231592,0.0001493042,0.00005589696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952136,0.00109605,0.000002782719,0.002730831,0.000152421,0.0007611806,0.00002478525,0.000002713025,0.00001561147],"genre_scores_gemma":[0.9987859,0.0001930037,0.00002271539,0.0008403942,0.0001079739,0.0000232734,0.00000226561,0.00001425733,0.00001019528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07967433,"threshold_uncertainty_score":0.2758024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004831964013933919,"score_gpt":0.2740884117699039,"score_spread":0.26925644775597,"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."}}