{"id":"W3159763407","doi":"10.1016/j.cnc.2021.01.002","title":"Intensive Care Unit Environment and Sleep","year":2021,"lang":"en","type":"review","venue":"Critical Care Nursing Clinics of North America","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Medicine; Intensive care unit; Sleep (system call); Neurocognitive; Intensive care medicine; Sleep deprivation; Intensive care; Mechanical ventilation; Cognition; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005585595,0.000685728,0.003455831,0.0003006794,0.0001191889,0.00002651654,0.0001846956,0.0004233581,0.00009684986],"category_scores_gemma":[0.02188241,0.0006588721,0.001032435,0.0003876855,0.002690794,0.00003704974,0.0001523008,0.001331005,0.00004296211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981703,"about_ca_system_score_gemma":0.0006357314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008116919,"about_ca_topic_score_gemma":0.00000229568,"domain_scores_codex":[0.996551,0.0003205177,0.001102772,0.000946436,0.0005159531,0.0005633731],"domain_scores_gemma":[0.978306,0.001875401,0.0003021036,0.000701846,0.01835331,0.0004613779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003471562,0.00006607494,0.0002978392,0.01757853,0.0002346196,0.0002950127,0.001472415,3.031924e-7,4.191326e-8,0.00004966882,0.0003154037,0.9796554],"study_design_scores_gemma":[0.0005103084,0.00143664,0.0002108997,0.04843146,0.01094218,0.0002020547,0.0941532,0.000004157803,0.000001064355,0.00001576327,0.8434073,0.0006849749],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001131079,0.9955242,0.0002991109,0.000444169,0.0006384937,0.0008345321,0.0005884223,0.00004044171,0.001517482],"genre_scores_gemma":[0.002727629,0.9873136,0.0009589788,0.005488586,0.00018571,0.0000406748,0.003116002,0.0001501804,0.00001858391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9789704,"threshold_uncertainty_score":0.9995862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06423774246032732,"score_gpt":0.4105208112075111,"score_spread":0.3462830687471838,"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."}}