{"id":"W4404394342","doi":"10.1016/j.jacc.2024.11.004","title":"Intensive Lifestyle Intervention, Cardiac Biomarkers, and Cardiovascular Outcomes in Diabetes","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; Roche Diagnostics","keywords":"Medicine; Biomarker; Diabetes mellitus; Internal medicine; Cardiology; Cardiac dysfunction; Intensive care medicine; Heart failure; 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":[0.0005238726,0.0003241876,0.0006214521,0.0003537707,0.0002670924,0.0007010751,0.0002443863,0.0007288303,0.00120241],"category_scores_gemma":[0.001834707,0.0001921337,0.0005035686,0.0006491069,0.0001658682,0.0002731169,0.0002969837,0.001283862,0.0001003118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003230072,"about_ca_system_score_gemma":0.0003071346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002663455,"about_ca_topic_score_gemma":0.003322537,"domain_scores_codex":[0.9996922,0.0001011082,0.00003674657,0.00004144713,0.00005917265,0.00006937209],"domain_scores_gemma":[0.9991376,0.0002029574,0.0002965124,0.00004580042,0.00004746213,0.0002696915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007587038,0.00518476,0.9384714,0.0002501664,0.001626952,0.0001435716,0.00007156152,0.0003163893,0.001041125,0.0001132156,0.0009107415,0.04428306],"study_design_scores_gemma":[0.0002629368,0.0009828637,0.9971052,0.00004374842,0.0004998939,0.00005688289,0.00005007909,0.0004239782,0.00007474084,0.0001976659,0.0002923598,0.000009739026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892938,0.006726873,0.0001597488,0.0007451347,0.0001474848,0.00002497548,0.0002805468,0.00001593443,0.002605474],"genre_scores_gemma":[0.9971579,0.001518667,0.0001714195,0.0003398994,0.0001886059,0.00001943899,0.0002261568,0.000002167307,0.0003756815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002663455,"threshold_uncertainty_score":0.005295873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008083314590122905,"score_gpt":0.252130125168114,"score_spread":0.2440468105779911,"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."}}