{"id":"W4362664980","doi":"10.21203/rs.3.rs-2713560/v1","title":"Sex-specific-evaluation of metabolic syndrome prevalence in Algeria: insights from the 2016–2017 non-communicable diseases risk factors survey","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Académie de recherche et d'enseignement supérieur","keywords":"Medicine; Metabolic syndrome; Abdominal obesity; National Cholesterol Education Program; Obesity; Poisson regression; Population; Internal medicine; Confidence interval; Diabetes mellitus; Blood pressure; Demography; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000826597,0.000309825,0.0002658868,0.001317896,0.0002675047,0.0004469947,0.0003377026,0.0001959847,0.001492628],"category_scores_gemma":[0.0009097266,0.0001769254,0.0006442546,0.001745376,0.000126676,0.0002447769,0.000471601,0.00028,0.0002436002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928078,"about_ca_system_score_gemma":0.000540542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03303172,"about_ca_topic_score_gemma":0.03400528,"domain_scores_codex":[0.9995281,0.0001194832,0.00008169221,0.00008544768,0.00009829755,0.00008693611],"domain_scores_gemma":[0.9995286,0.0000378752,0.000240463,0.00002988924,0.0001254983,0.00003767933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003957153,0.00001836674,0.9947469,0.00006353132,0.00009624346,0.00004713832,0.0001946438,0.00005535902,0.00009896125,0.0000410286,0.0006407459,0.003957538],"study_design_scores_gemma":[0.000001111713,0.0000102613,0.9990093,0.00001532445,0.00001973449,0.00006368203,0.0002551113,0.0000810668,0.00003608629,0.00001249067,0.0004934698,0.000002364867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831042,0.002305135,0.0002763462,0.0002663964,0.0000278097,0.00003701712,0.01277942,0.00001449519,0.001189147],"genre_scores_gemma":[0.9927298,0.0008962909,0.0003521063,0.0001115888,0.00002335265,0.00005369873,0.005330979,0.000005014372,0.0004971647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03303172,"threshold_uncertainty_score":0.06567895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1611552107674623,"score_gpt":0.3891919446533957,"score_spread":0.2280367338859335,"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."}}