{"id":"W7092190442","doi":"10.4103/ijpvm.ijpvm_280_24","title":"Association Between Sleep Duration and Related Risk Factors with Metabolic Syndrome: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"article","venue":"International Journal of Preventive Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Association (psychology); Sleep (system call); Obesity; Duration (music); MEDLINE; Metabolic syndrome","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":[0.009164122,0.002609419,0.01743426,0.006047465,0.0007175636,0.002754196,0.002147085,0.001969618,0.003517547],"category_scores_gemma":[0.022871,0.001505207,0.03664426,0.007301499,0.0006169316,0.001449285,0.00139005,0.001738953,0.0002688107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465632,"about_ca_system_score_gemma":0.004605528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009035663,"about_ca_topic_score_gemma":0.01982952,"domain_scores_codex":[0.9942724,0.002261339,0.001935198,0.000645148,0.0006576973,0.0002283218],"domain_scores_gemma":[0.9864784,0.00941323,0.002322792,0.0004161691,0.001176605,0.0001928898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001383167,0.00003492465,0.006285823,0.4439793,0.536269,0.0001261822,0.00007897736,0.0005269164,0.0002053792,0.00009312537,0.0006333902,0.0103839],"study_design_scores_gemma":[0.0003214158,0.0001443131,0.004481124,0.02437699,0.9691171,0.00008860288,0.00003012503,0.0001640317,0.00007784466,0.0001070117,0.001071583,0.00001980415],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004498148,0.9937721,0.0004265641,0.0001682686,0.0001144989,0.0002687825,0.0005675552,0.00002385944,0.0001601882],"genre_scores_gemma":[0.113042,0.881317,0.002091443,0.0006889965,0.00025933,0.001270675,0.001032769,0.00002557046,0.0002722708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01743426,"threshold_uncertainty_score":0.04846513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476735211929429,"score_gpt":0.3215655395124687,"score_spread":0.3067981873931744,"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."}}