{"id":"W4387033942","doi":"10.1177/07487304231196280","title":"Circadian Adaptation of Melatonin and Cortisol in Police Officers Working Rotating Shifts","year":2023,"lang":"en","type":"article","venue":"Journal of Biological Rhythms","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Evening; Circadian rhythm; Melatonin; Shift work; Nocturnal; Rhythm; Adaptation (eye); Night work; Morning; Psychology; Endocrinology; Internal medicine; Medicine; Psychiatry; Physics; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005531048,0.0001160165,0.0003186747,0.0003233508,0.00006088704,0.00002318341,0.0001107603,0.0001357258,0.00001742616],"category_scores_gemma":[0.0009051907,0.00009064963,0.0000860596,0.0006639666,0.0001373599,0.0001334062,0.00004634791,0.0003395716,0.00001142026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003485581,"about_ca_system_score_gemma":0.00007129387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004252501,"about_ca_topic_score_gemma":0.00002239547,"domain_scores_codex":[0.9984916,0.0001720268,0.0006216203,0.0001997642,0.0002129629,0.000301976],"domain_scores_gemma":[0.9985415,0.0007003463,0.0004908743,0.0000811814,0.00003449158,0.0001515896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000523718,0.000182353,0.2549036,0.000077271,0.00003367753,0.001278476,0.01448411,0.006316991,0.4455811,0.04585339,0.000065411,0.2306999],"study_design_scores_gemma":[0.001864362,0.001007204,0.941548,0.0004974672,0.00001682761,0.0008064089,0.002123971,0.009947862,0.03937141,0.001567644,0.0009057661,0.0003430331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998593,0.0003102457,0.0001370156,0.0002374771,0.0002104915,0.0001116299,0.000003605288,0.00001994948,0.0003765432],"genre_scores_gemma":[0.9987876,0.0004191477,0.0004981095,0.0001416795,0.0001154615,0.000002487791,6.893286e-7,0.000009403987,0.0000254439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6866444,"threshold_uncertainty_score":0.3696584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08160119945408716,"score_gpt":0.2927472587133647,"score_spread":0.2111460592592775,"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."}}