{"id":"W4415126741","doi":"10.7759/cureus.c357","title":"Shifting Rhythms: A Systematic Review Exploring the Multifaceted Effects of Shift Work and Circadian Disruption on Employee Cardiovascular Health","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiovascular health; Shift work; Circadian rhythm; Work (physics); MEDLINE","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":[0.007631784,0.001714908,0.008070327,0.007301154,0.0006893132,0.002302983,0.001453107,0.001669163,0.003306062],"category_scores_gemma":[0.02743917,0.0009205972,0.01060863,0.008494238,0.0006020944,0.001743394,0.001631099,0.001127064,0.0002526659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00289348,"about_ca_system_score_gemma":0.01015713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009441212,"about_ca_topic_score_gemma":0.02690251,"domain_scores_codex":[0.9941655,0.002052007,0.002105755,0.0005120051,0.0009373543,0.0002273357],"domain_scores_gemma":[0.9801185,0.01442051,0.003462041,0.0003192424,0.001470124,0.0002095442],"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":[0.0002465638,0.00001821922,0.001632717,0.9497672,0.02184132,0.0001440854,0.0002385122,0.0001408539,0.0001883003,0.0001747152,0.001027099,0.02458045],"study_design_scores_gemma":[0.0003141052,0.0003552107,0.01079307,0.7222052,0.2485463,0.0004768948,0.0003809566,0.00015738,0.0002310541,0.0004382407,0.01604014,0.00006135217],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001622576,0.9971269,0.0001817334,0.0002217664,0.0001052658,0.0002225919,0.0003303906,0.000007771064,0.0001810501],"genre_scores_gemma":[0.02281843,0.9748424,0.0006585697,0.0005926978,0.0001216181,0.0005582304,0.0002799884,0.000006221198,0.0001216934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009441212,"threshold_uncertainty_score":0.04036117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09393032996378328,"score_gpt":0.3458018084109848,"score_spread":0.2518714784472016,"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."}}