{"id":"W6982601943","doi":"","title":"Interplay between Shift Work, Psychological Distress, Sleep Quality, and Cognitive Performance","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Russian Literature and Bakhtin Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Effects of sleep deprivation on cognitive performance; Cognition; Shift work; Sleep (system call); Distress; Psychological distress; Work (physics); Cognitive skill","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":[0.0006380046,0.0002116804,0.0002060086,0.0005836833,0.000461101,0.0008202322,0.0002561983,0.0002821914,0.001703361],"category_scores_gemma":[0.002044256,0.0001153273,0.0002558,0.0005641758,0.0003210283,0.0002419554,0.0004361606,0.0002720809,0.0001123771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003740332,"about_ca_system_score_gemma":0.0006565746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371523,"about_ca_topic_score_gemma":0.02143819,"domain_scores_codex":[0.9996513,0.0001109103,0.00002798962,0.00005722127,0.00007472937,0.00007783227],"domain_scores_gemma":[0.9990189,0.0003583819,0.0003085422,0.0000503111,0.00009246985,0.0001713528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001093595,0.0001199162,0.9843169,0.00006063297,0.0001711841,0.0001044677,0.0009923141,0.0001332159,0.0004305051,0.0002421198,0.0001152613,0.01320399],"study_design_scores_gemma":[0.000001070853,0.00004196461,0.9991554,0.00001173602,0.0000213787,0.00002611224,0.0004727833,0.00004380307,0.00002404146,0.00006433747,0.0001356465,0.000001742082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969925,0.001772305,0.0000920332,0.0001357735,0.00000863665,0.000003688529,0.00006485053,0.000001237042,0.000928887],"genre_scores_gemma":[0.9991289,0.0005201121,0.00005275966,0.00001674823,0.000008185626,0.000002153389,0.0000415959,8.094099e-7,0.000228851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371523,"threshold_uncertainty_score":0.02727079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285353645742324,"score_gpt":0.4072150732557864,"score_spread":0.278679708681554,"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."}}