{"id":"W4415356833","doi":"10.1097/xce.0000000000000347","title":"Composite risk of cardiovascular disease comorbidity in people living with diabetes in Africa.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Diabetes mellitus; Comorbidity; Disease; Type 2 diabetes; Risk factor; Risk assessment; Epidemiology","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":[0.0005162211,0.0002453515,0.0002466259,0.0006950437,0.0003264523,0.0003522949,0.0001350275,0.0001850787,0.0008980613],"category_scores_gemma":[0.001472363,0.000147684,0.0003013061,0.001138084,0.0001287271,0.0002538213,0.0005531681,0.0004171499,0.00008196215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777713,"about_ca_system_score_gemma":0.0003134485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007264428,"about_ca_topic_score_gemma":0.01015548,"domain_scores_codex":[0.9997057,0.00009781907,0.0000316396,0.00005931668,0.00004933078,0.00005613501],"domain_scores_gemma":[0.9995887,0.00004843324,0.0002482045,0.0000201546,0.00003298913,0.00006155491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006300054,0.00001342422,0.9958324,0.00003921694,0.00005359099,0.00005683407,0.00005868584,0.00004268512,0.0001148174,0.00003107716,0.00008366967,0.003610688],"study_design_scores_gemma":[0.000004005877,0.0000310442,0.9991792,0.00002714228,0.00002509772,0.0002207687,0.0001009453,0.0001899966,0.00002667232,0.00004638578,0.0001468324,0.000001907651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958524,0.001666622,0.0002062094,0.0001147743,0.00001431395,0.00002553943,0.001532896,0.000005034554,0.0005823],"genre_scores_gemma":[0.9983917,0.0005830082,0.0003778402,0.00002275944,0.00001044093,0.00001779636,0.0005148087,7.094342e-7,0.00008098919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007264428,"threshold_uncertainty_score":0.01444429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082745300726646,"score_gpt":0.194352744054275,"score_spread":0.1835252910470085,"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."}}