{"id":"W4390489908","doi":"","title":"The influence of altered circadian rhythm on sleep quality and cognition among shift workers of KLE Hospital: A comparative study","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circadian rhythm; Sleep quality; Cognition; Medicine; Sleep (system call); Rhythm; Psychology; Internal medicine; Psychiatry; Computer science","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":[0.0002805101,0.0002063872,0.0002780821,0.0005753845,0.0003922414,0.0002598364,0.0001543105,0.0002692547,0.001231938],"category_scores_gemma":[0.0005709455,0.0001264778,0.0003293313,0.0003416266,0.0001836199,0.0001978742,0.0002342102,0.0001411861,0.0001568117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538839,"about_ca_system_score_gemma":0.0002246576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003135237,"about_ca_topic_score_gemma":0.005196978,"domain_scores_codex":[0.9998155,0.00003602577,0.000021359,0.00004881036,0.00003091676,0.00004750533],"domain_scores_gemma":[0.9996517,0.00006695284,0.00010919,0.00002775826,0.00005278615,0.00009171892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001969178,0.0009052895,0.9833676,0.00009941452,0.0001486076,0.0006420233,0.001739805,0.00003554459,0.002257584,0.00002863673,0.0001112632,0.008695223],"study_design_scores_gemma":[0.00001680541,0.001781864,0.9965546,0.000006132416,0.00003745675,0.0002572182,0.001082747,0.00002590706,0.0000825042,0.00001134329,0.0001396167,0.000003858125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997038,0.000139151,0.00002334064,0.00000468618,0.000003157752,0.000004265396,0.00002639565,4.124336e-7,0.00009488267],"genre_scores_gemma":[0.9995859,0.0001227098,0.00003856283,0.00001103574,0.000009417955,0.000008097791,0.00007655046,5.955408e-7,0.0001471607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003135237,"threshold_uncertainty_score":0.00623399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2833906427420058,"score_gpt":0.5508885087214102,"score_spread":0.2674978659794043,"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."}}