{"id":"W2051439475","doi":"10.4037/ajcc2014876","title":"Impact of Work Schedules on Sleep Duration of Critical Care Nurses","year":2014,"lang":"en","type":"article","venue":"American Journal of Critical Care","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care","funders":"Canadian Institutes of Health Research","keywords":"Sleep deprivation; Medicine; Sleep (system call); Vigilance (psychology); Shift work; Sleep loss; Sleep patterns; Work hours; Night work; Circadian rhythm; Physical therapy; Work (physics); Psychology; Psychiatry; Internal 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":[0.0008061351,0.0001685203,0.0001130795,0.0004068214,0.0002334975,0.0003421745,0.0002193977,0.000159987,0.001555691],"category_scores_gemma":[0.007462988,0.0001072824,0.0002464846,0.0002237376,0.0001883101,0.0001980924,0.0003717411,0.0002035139,0.0001599533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003968937,"about_ca_system_score_gemma":0.0003715978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003510429,"about_ca_topic_score_gemma":0.006579569,"domain_scores_codex":[0.9994727,0.0001901715,0.00005191271,0.00005895055,0.0001447378,0.00008148903],"domain_scores_gemma":[0.9944304,0.002095427,0.002051468,0.0002151034,0.0004843183,0.0007232395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008856093,0.0001256438,0.9793982,0.00004172134,0.00008285886,0.00006618386,0.0003070654,0.000328444,0.001575566,0.00001940926,0.000185209,0.01698418],"study_design_scores_gemma":[0.000003730538,0.0002272237,0.9992655,0.000007537439,0.000008948651,0.00003394435,0.0001138329,0.0001165473,0.00009495211,0.00001155881,0.0001139776,0.000002147164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99914,0.0002216323,0.00009171456,0.00005149305,0.000009597996,0.00000502155,0.0000795272,0.000002422311,0.0003984155],"genre_scores_gemma":[0.9996105,0.00007299718,0.00007710031,0.00001555045,0.000009345304,0.000006147022,0.00009196423,0.000002014677,0.0001144077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003510429,"threshold_uncertainty_score":0.006979942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630635903760283,"score_gpt":0.3805475744421268,"score_spread":0.364241215404524,"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."}}