{"id":"W3044401979","doi":"10.1016/j.chest.2020.07.036","title":"Sleep Fragmentation and Cognitive Trajectories After Critical Illness","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; University of Toronto","funders":"Physicians' Services Incorporated Foundation","keywords":"Actigraphy; Medicine; Cognition; Sleep (system call); Sleep onset; Cognitive decline; Pediatrics; Audiology; Circadian rhythm; Physical therapy; Dementia; Internal medicine; Psychiatry; Insomnia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006721759,0.0001212905,0.0001841458,0.00005647707,0.0001090144,0.00005276096,0.00002433891,0.00005998876,0.0004570243],"category_scores_gemma":[0.00640869,0.0001060956,0.00006573166,0.0001038113,0.0002497332,0.0001540198,0.00001791186,0.0003997399,0.00003125703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002562881,"about_ca_system_score_gemma":0.00005010203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001177925,"about_ca_topic_score_gemma":8.119122e-7,"domain_scores_codex":[0.9992526,0.00004660705,0.0001674268,0.0001508782,0.0002004846,0.0001820691],"domain_scores_gemma":[0.9964874,0.0001853614,0.00003604825,0.00002979012,0.00296695,0.0002944066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01812422,0.0008369637,0.4969228,0.002672302,0.001949307,0.01302729,0.1383864,0.000002356001,0.03725145,0.001450709,0.01108131,0.2782949],"study_design_scores_gemma":[0.008383213,0.002323363,0.7580637,0.0008432068,0.001558047,0.003354633,0.1894456,0.0003169185,0.02947806,0.0009375079,0.004533448,0.000762258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700383,0.000840532,0.01052971,0.01656903,0.000273576,0.0001547429,0.00001607697,0.00002406471,0.001553971],"genre_scores_gemma":[0.9679503,0.00003997517,0.0003113601,0.03118614,0.0004542862,0.000009626603,0.00001168865,0.00001985918,0.00001672323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775326,"threshold_uncertainty_score":0.7672263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176421230541616,"score_gpt":0.2936658571810146,"score_spread":0.276023734126853,"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."}}