{"id":"W4392352325","doi":"10.2174/0115733998286706240129074153","title":"Qatar's Silent Epidemic: A Comprehensive Meta-analysis on the Prevalence of Metabolic Syndrome","year":2024,"lang":"en","type":"review","venue":"Current Diabetes Reviews","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metabolic syndrome; Meta-analysis; Diabetes mellitus; MEDLINE; Environmental health; Gerontology; Obesity; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"category_scores_codex":[0.003915762,0.001657141,0.02475482,0.00102586,0.00009824496,0.00007520547,0.001155279,0.0003403572,0.001605857],"category_scores_gemma":[0.00107562,0.0007869598,0.03912408,0.003241307,0.0003400451,0.00008887709,0.0003954338,0.001775324,0.00217416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009608577,"about_ca_system_score_gemma":0.0002659801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004129139,"about_ca_topic_score_gemma":0.000003859268,"domain_scores_codex":[0.9896974,0.003085214,0.003397377,0.001662746,0.001286818,0.0008704375],"domain_scores_gemma":[0.9922431,0.001133472,0.001788483,0.004194803,0.0002801809,0.0003599409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001000888,0.0001295313,0.000005531618,0.1844508,0.1882923,0.000008810607,0.00002024835,9.816983e-7,5.277841e-8,0.0001111212,0.003760373,0.6232193],"study_design_scores_gemma":[0.00005781494,0.0000657387,0.00003316677,0.01368102,0.4724691,0.000008718122,0.000001828387,0.000005583873,0.000001443089,0.0000227251,0.5133208,0.0003320062],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004935587,0.9892209,0.00001120014,0.0001039626,0.0008072064,0.008438855,0.00114511,0.00007761403,0.0001458479],"genre_scores_gemma":[0.00002392554,0.99378,0.00008637117,0.0002006888,0.0003348514,0.004281179,0.0004128436,0.0001420735,0.000738053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6228873,"threshold_uncertainty_score":0.9996176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2728455976223546,"score_gpt":0.4100325827570188,"score_spread":0.1371869851346642,"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."}}