{"id":"W4407410115","doi":"10.1186/s12916-025-03932-3","title":"Healthy lifestyle factors and combined macrovascular and microvascular events in diabetes patients with high cardiovascular risk: results from ADVANCE","year":2025,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Health and Medical Research Council; Medical Research Council; Servier","keywords":"Medicine; Diabetes mellitus; Internal medicine; Cardiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001617245,0.0005979909,0.002128605,0.0004495754,0.0001773905,0.00001685604,0.0001838076,0.0002416412,0.00001293036],"category_scores_gemma":[0.001614399,0.0004266919,0.0003876465,0.0006748161,0.0003760056,0.0001625298,0.000147419,0.0004823041,0.000003572881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440801,"about_ca_system_score_gemma":0.0001525763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02089278,"about_ca_topic_score_gemma":0.001876913,"domain_scores_codex":[0.995725,0.0004946443,0.0008389461,0.001265216,0.0009926264,0.0006835649],"domain_scores_gemma":[0.997116,0.0004931199,0.000208612,0.001548113,0.000222154,0.0004119847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009789802,0.0002463842,0.9723259,0.0004818797,0.002566972,0.00001945969,0.0003231103,0.00004186802,0.00001886221,0.0000116579,0.0001443397,0.02284058],"study_design_scores_gemma":[0.04053948,0.0009187628,0.9463661,0.001678879,0.001964006,0.000001704371,0.0002121642,0.00005596048,0.0005038573,0.0001749515,0.007209055,0.000375105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655435,0.031146,0.0003794651,0.0003178395,0.0003488689,0.001973958,0.00008961393,0.00009615123,0.0001045758],"genre_scores_gemma":[0.9940728,0.002912365,0.001565111,0.0004071652,0.0001896505,0.00008939641,0.0006165177,0.00006843654,0.00007856928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0395605,"threshold_uncertainty_score":0.9998185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005527126392814846,"score_gpt":0.2120777009851674,"score_spread":0.2065505745923525,"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."}}