{"id":"W4407873265","doi":"10.1139/apnm-2024-0347","title":"Dose–response relationship between leisure-time physical activity and metabolic syndrome in short sleep US adults: evidence from a nationwide investigation","year":2025,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Sleep and related disorders","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National Health and Nutrition Examination Survey; Medicine; Metabolic syndrome; Gerontology; Cross-sectional study; Population; Demography; Environmental health; Obesity; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004009547,0.0003728269,0.0004909627,0.0008913442,0.0003353696,0.0007895507,0.0005414746,0.0008220953,0.001724022],"category_scores_gemma":[0.008710495,0.0005741904,0.001516867,0.001599886,0.0004112588,0.0004095772,0.000607325,0.00065191,0.000218069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202119,"about_ca_system_score_gemma":0.0004204698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009022807,"about_ca_topic_score_gemma":0.01225959,"domain_scores_codex":[0.9974837,0.001278258,0.0003329524,0.0004992962,0.0002876915,0.0001182092],"domain_scores_gemma":[0.991582,0.003680553,0.002543224,0.0009575682,0.0008822823,0.0003543712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005694203,0.00007313851,0.9937557,0.0001190415,0.002194073,0.00003070708,0.0000485491,0.00004795297,0.0001243087,0.00002982651,0.0001513476,0.002855884],"study_design_scores_gemma":[0.00002613266,0.0001409631,0.9986645,0.00002553117,0.0006318477,0.00004989644,0.00004865115,0.0001132363,0.0000292745,0.00003650039,0.0002293724,0.000004023262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864001,0.0102498,0.0004994202,0.0003859898,0.00006879926,0.00003384695,0.001279933,0.00001870644,0.001063524],"genre_scores_gemma":[0.9962464,0.00216144,0.0002780199,0.0002172618,0.00004536359,0.00003455336,0.0008094977,0.000004964911,0.0002025149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009022807,"threshold_uncertainty_score":0.02120477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118390131896873,"score_gpt":0.2932415134181947,"score_spread":0.272057612099226,"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."}}