{"id":"W2935794504","doi":"10.1093/sleep/zsz067.135","title":"0136 The Effect of Shift Type on Sleep before, during, and after Work in Rotating Shift Workers","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Shift work; Sleep (system call); Work (physics); Night work; Psychology; Medicine; Audiology; Physics; Psychiatry; Computer science; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001024719,0.000324602,0.0003313279,0.0003538466,0.0002957498,0.0004483081,0.0003237953,0.0003383484,0.002049714],"category_scores_gemma":[0.001988917,0.0002101582,0.0009709256,0.0002977395,0.0002532696,0.0001616211,0.0003265933,0.0001809755,0.0004002771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002740272,"about_ca_system_score_gemma":0.0004170072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006849825,"about_ca_topic_score_gemma":0.01672035,"domain_scores_codex":[0.9991438,0.0003120599,0.00008334253,0.0002043329,0.0001634178,0.00009295349],"domain_scores_gemma":[0.9983795,0.0004951103,0.0006267412,0.0002023783,0.0001222538,0.0001740514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003349161,0.0002051146,0.9642866,0.0001157591,0.0005182196,0.0001306996,0.0004335163,0.0002724042,0.01594906,0.00002366617,0.0001538315,0.01456194],"study_design_scores_gemma":[0.00000436634,0.000362099,0.9990981,0.000005670048,0.00003156665,0.00002609528,0.0001005172,0.0001083931,0.0001689011,0.000009471106,0.00008159907,0.000003265519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990476,0.0002451704,0.0003055554,0.00001487256,0.00001050865,0.000007155285,0.0001914738,0.000004588624,0.0001731804],"genre_scores_gemma":[0.9987558,0.00010886,0.0004362926,0.00001610458,0.00001032218,0.0000206106,0.0002214438,0.000007254535,0.0004232861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006849825,"threshold_uncertainty_score":0.0136199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004746440305205421,"score_gpt":0.2474968827860462,"score_spread":0.2427504424808408,"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."}}