{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253913,0.0001545787,0.001683982,0.0004104843,0.00002766499,0.000007507884,0.0001176765,0.00006359957,0.000004931661],"category_scores_gemma":[0.0006811087,0.00009122767,0.00297662,0.0005546849,0.0004954676,0.00006014022,0.00009638973,0.0003332892,0.000001593953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008672159,"about_ca_system_score_gemma":0.0001322807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003778841,"about_ca_topic_score_gemma":0.00000260596,"domain_scores_codex":[0.9982342,0.000511738,0.0005509901,0.0001807809,0.0003398993,0.0001824105],"domain_scores_gemma":[0.9987417,0.0002549675,0.000198816,0.0003655977,0.0003487533,0.00009015774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000161921,0.00001655371,0.9713892,0.0001015826,0.01416588,0.0003253922,0.00006235817,0.0001074223,0.0007947392,0.00004082589,0.006645921,0.006188232],"study_design_scores_gemma":[0.001074784,0.0005495484,0.9389141,0.0003386039,0.001925943,0.001449128,0.002629245,0.00003713706,0.0005232853,0.00007157882,0.05236302,0.000123653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979797,0.0160309,0.0001464101,0.001682,0.001907842,0.0002097964,0.00004612851,0.00001104512,0.0001688732],"genre_scores_gemma":[0.9977117,0.001650269,0.00009750537,0.000141605,0.0002559228,0.000004010009,9.897429e-7,0.00001979683,0.0001181984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04571709,"threshold_uncertainty_score":0.3720157,"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."}}