{"id":"W4412430485","doi":"10.1016/j.numecd.2025.104227","title":"Is active commuting associated with metabolic syndrome in adults, adolescents, and children? a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Nutrition Metabolism and Cardiovascular Diseases","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Instituto de Salud Carlos III","keywords":"Meta-analysis; Metabolic syndrome; Medicine; Gerontology; Psychology; Pediatrics; Internal medicine; Obesity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01098768,0.002115972,0.0179906,0.005264584,0.0007706081,0.003397995,0.002059442,0.002504746,0.004210043],"category_scores_gemma":[0.02797278,0.001417671,0.03156557,0.006916269,0.000686702,0.00183891,0.001489435,0.0019412,0.0002657915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002838393,"about_ca_system_score_gemma":0.004202779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048148,"about_ca_topic_score_gemma":0.02320211,"domain_scores_codex":[0.9931394,0.00277546,0.002256204,0.0007864583,0.0007593539,0.0002831163],"domain_scores_gemma":[0.9851066,0.01093711,0.002309344,0.0004273153,0.001024797,0.0001948105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001247449,0.0000331405,0.007996419,0.5513548,0.4266423,0.000136144,0.0001289382,0.000315744,0.0001129079,0.0001544311,0.000884522,0.01099325],"study_design_scores_gemma":[0.0003778252,0.0001537484,0.007492104,0.05365204,0.9355512,0.0001094525,0.00008056736,0.0001781633,0.00006674467,0.0001643859,0.002146712,0.00002705116],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003552081,0.9949223,0.0002541432,0.0002190302,0.0001295247,0.0002531147,0.0004803911,0.00001517095,0.000174246],"genre_scores_gemma":[0.1346307,0.8591143,0.001716532,0.001160441,0.0003429336,0.001653755,0.001074221,0.0000220026,0.0002850472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0179906,"threshold_uncertainty_score":0.0581091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704159489630771,"score_gpt":0.271130945015754,"score_spread":0.2540893501194463,"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."}}