{"id":"W4388600335","doi":"10.1093/eurheartj/ehad655.2519","title":"Dyslipidaemia and its management in patients with type 2 diabetes across the Middle East and Africa: the PACT-MEA study","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Novo Nordisk","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Internal medicine; Observational study; Body mass index; Creatinine; Albuminuria; Epidemiology; Renal function; 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":[0.001051389,0.0008900253,0.0007750357,0.0008847821,0.0008563877,0.00135735,0.0005211192,0.0005467805,0.0009462071],"category_scores_gemma":[0.001774284,0.0004841905,0.0008627754,0.002422536,0.0002844661,0.0008956447,0.001044531,0.0008326077,0.0002179322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005485216,"about_ca_system_score_gemma":0.0007879358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086558,"about_ca_topic_score_gemma":0.01104134,"domain_scores_codex":[0.999433,0.0001940924,0.0000731347,0.0001060021,0.00008061907,0.0001130593],"domain_scores_gemma":[0.9991418,0.00008021753,0.0004050469,0.00005134133,0.00009295881,0.0002285891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001292598,0.000232417,0.9953763,0.00007722924,0.0003622955,0.0001768419,0.0001814319,0.00003575622,0.00008308077,0.00003529203,0.0003225296,0.001824177],"study_design_scores_gemma":[0.000322672,0.0004669175,0.9967831,0.0000829155,0.0004637819,0.0002709826,0.0007436745,0.0001757061,0.00004105633,0.00004804294,0.0005898007,0.00001119899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968893,0.0009774131,0.00006844955,0.0001315148,0.00001652932,0.00006653416,0.001232603,0.000002544946,0.000615099],"genre_scores_gemma":[0.9977543,0.0005824362,0.0001397946,0.0001055246,0.00004891824,0.0001098047,0.001122848,0.000001768616,0.0001346767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086558,"threshold_uncertainty_score":0.02160466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05535663942405812,"score_gpt":0.267516975024662,"score_spread":0.2121603356006039,"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."}}