{"id":"W3108090279","doi":"10.1111/dom.14283","title":"Prediction of heart failure outcomes in patients with type 2 diabetes mellitus: Validation of the Thrombolysis in Myocardial Infarction Risk Score for Heart Failure in Diabetes ( <scp> TRS‐HF <sub>DM</sub> </scp> ) in patients in the <scp>ACCORD</scp> trial","year":2020,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; St. Michael's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Myocardial infarction; Cardiology; Diabetes mellitus; Thrombolysis; Framingham Risk Score; Creatinine; Clinical endpoint; Randomized controlled trial; Endocrinology; Disease","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":[0.009143276,0.001099564,0.001390869,0.0004342814,0.0004058789,0.001413629,0.0006964586,0.001033221,0.0009831645],"category_scores_gemma":[0.006555244,0.0004096563,0.001326978,0.0005438345,0.0005245601,0.0007493018,0.0009000757,0.001149152,0.0002898526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245611,"about_ca_system_score_gemma":0.0003314116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008514017,"about_ca_topic_score_gemma":0.001330191,"domain_scores_codex":[0.9973307,0.001729044,0.0001962607,0.0003941033,0.0002396554,0.0001101907],"domain_scores_gemma":[0.9955449,0.001861794,0.001085548,0.0005542307,0.0003178314,0.0006356886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05204289,0.001167679,0.9354796,0.0001141669,0.002418555,0.00004376529,0.00009312219,0.0009763159,0.0007088192,0.00007193394,0.000535481,0.006347755],"study_design_scores_gemma":[0.01018933,0.008211087,0.9697459,0.00006975031,0.002761164,0.0001481903,0.000116093,0.007301974,0.0004624916,0.0002403696,0.0007023583,0.00005116121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978665,0.0005217104,0.000273361,0.00008139788,0.00005307477,0.0001280107,0.0004935949,0.000005465205,0.0005770571],"genre_scores_gemma":[0.9974263,0.000184191,0.0003819349,0.00008491817,0.000113208,0.0001258359,0.001480058,0.000004068115,0.0001994075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009143276,"threshold_uncertainty_score":0.04835486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0097584222737263,"score_gpt":0.20343287014692,"score_spread":0.1936744478731937,"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."}}