{"id":"W4403632882","doi":"10.1016/j.jacasi.2024.08.016","title":"Myocardial Abnormalities Across the AHA/ACC Stages of Heart Failure in Patients With Diabetes","year":2024,"lang":"en","type":"article","venue":"JACC Asia","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"National Science and Technology Major Project; Fuwai Hospital, Chinese Academy of Medical Sciences; Chinese Academy of Medical Sciences; Natural Science Foundation of Beijing Municipality; National Natural Science Foundation of China","keywords":"Heart failure; Cardiology; Diabetes mellitus; Internal medicine; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004922098,0.0002609852,0.000195529,0.0007400125,0.0003790565,0.0004730532,0.0002058238,0.0003448619,0.00128131],"category_scores_gemma":[0.001065713,0.0001127672,0.0001946713,0.0005245383,0.0001288259,0.0002985536,0.0003142063,0.0004084993,0.0001552227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712683,"about_ca_system_score_gemma":0.000159495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701693,"about_ca_topic_score_gemma":0.004878944,"domain_scores_codex":[0.9998118,0.00003791898,0.00002657307,0.0000435231,0.00004270751,0.00003755646],"domain_scores_gemma":[0.9993761,0.00006158479,0.0003025453,0.0000271832,0.00008643617,0.0001460219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022061,0.00001941061,0.9978896,0.000006466492,0.00002060935,0.00007328359,0.0000225088,0.00001722084,0.0002583342,0.00001271961,0.00008076123,0.001496892],"study_design_scores_gemma":[0.000004270271,0.00004811341,0.999292,0.000005846814,0.00001963053,0.0003352275,0.00005150825,0.00007307908,0.00006121063,0.00001842253,0.00008933068,0.000001468494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997779,0.0006129335,0.0001294624,0.00007831805,0.00001765876,0.00001633387,0.0003098088,0.000004838533,0.001051662],"genre_scores_gemma":[0.9991474,0.00016367,0.0001991505,0.00003539159,0.0000277369,0.00001221733,0.000238485,0.000001301582,0.0001746555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701693,"threshold_uncertainty_score":0.004286468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005340331017289003,"score_gpt":0.2313563052406109,"score_spread":0.2260159742233219,"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."}}