{"id":"W4205478846","doi":"10.1177/07487304211064218","title":"Disturbance of the Circadian System in Shift Work and Its Health Impact","year":2021,"lang":"en","type":"review","venue":"Journal of Biological Rhythms","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":431,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Circadian rhythm; Shift work; Melatonin; CLOCK; Biology; Circadian clock; Bacterial circadian rhythms; Phase response curve; Light effects on circadian rhythm; Endogeny; Dark therapy; Endocrinology; Internal medicine; Neuroscience; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004307188,0.0003161875,0.0002884623,0.0005144697,0.0006110612,0.0009802128,0.0003321195,0.0005823178,0.00248672],"category_scores_gemma":[0.000642121,0.0001538262,0.0003490123,0.0004946664,0.0006590356,0.0002875079,0.0008385805,0.0005995395,0.0004892099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008012697,"about_ca_system_score_gemma":0.0008946088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007132267,"about_ca_topic_score_gemma":0.007766964,"domain_scores_codex":[0.9996256,0.0001070291,0.00002657916,0.00009144481,0.00007235922,0.00007698678],"domain_scores_gemma":[0.9996237,0.00005897182,0.0001325484,0.00002336142,0.0000657781,0.00009570219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003626108,0.001168172,0.4943529,0.004124532,0.0009675457,0.004122201,0.003225358,0.001725128,0.05466977,0.00680051,0.01002761,0.4151902],"study_design_scores_gemma":[0.0000228902,0.001029646,0.9574926,0.000393093,0.000147548,0.002173357,0.001495086,0.0003012819,0.001506752,0.002543789,0.03284525,0.00004875026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6529743,0.3191272,0.00413641,0.004452502,0.001111386,0.00009691199,0.00123201,0.0001360855,0.01673315],"genre_scores_gemma":[0.9507198,0.04407571,0.0008951945,0.0005867344,0.0004450536,0.00003697355,0.0003907247,0.00001357243,0.002836223],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007132267,"threshold_uncertainty_score":0.01418149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09367527791934269,"score_gpt":0.3484753673940965,"score_spread":0.2548000894747539,"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."}}