{"id":"W4414104739","doi":"10.1177/15578518251376624","title":"Sleep Disturbances and Metabolic Syndrome in Shift Workers: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Metabolic Syndrome and Related Disorders","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shift work; Metabolic syndrome; Sleep (system call); Psychological intervention; Sleep disorder; Sleep deprivation; Inclusion (mineral)","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":[0.005952883,0.001356897,0.006890453,0.006795317,0.000648609,0.002436958,0.001728907,0.001906096,0.003525262],"category_scores_gemma":[0.02988367,0.0009539002,0.005953399,0.008300724,0.0007149915,0.001708537,0.001364078,0.000950841,0.0002632737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003057222,"about_ca_system_score_gemma":0.0115245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009189629,"about_ca_topic_score_gemma":0.02484732,"domain_scores_codex":[0.9948145,0.001724741,0.001875921,0.000476029,0.0009272657,0.0001816571],"domain_scores_gemma":[0.9790552,0.01465519,0.004264716,0.0002931925,0.001494829,0.0002368903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001302914,0.00001298929,0.001261759,0.967791,0.0075933,0.00009706913,0.0002023837,0.00008220351,0.00008184594,0.0001389793,0.001118229,0.02148995],"study_design_scores_gemma":[0.0001747785,0.0001892781,0.007965929,0.9124331,0.06562763,0.0004040489,0.0003213539,0.00009915867,0.0001023309,0.0002592479,0.01238642,0.00003673177],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001425076,0.9974961,0.0001171516,0.0002118745,0.00009010533,0.0002191098,0.0002689571,0.000005841657,0.0001656805],"genre_scores_gemma":[0.01808451,0.9800586,0.0004548474,0.0003775373,0.00009546977,0.0005853578,0.0002313759,0.000003815205,0.0001085199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009189629,"threshold_uncertainty_score":0.03148222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284132678961275,"score_gpt":0.2946253386857151,"score_spread":0.2817840118961023,"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."}}