{"id":"W2920333616","doi":"10.1164/rccm.201811-2119oc","title":"Sleep and Pathological Wakefulness at the Time of Liberation from Mechanical Ventilation (SLEEWE). A Prospective Multicenter Physiological Study","year":2019,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Toronto Western Hospital; Ottawa Hospital; St. Michael's Hospital; Research Manitoba; University of Toronto","funders":"Fondation pour la Recherche Médicale","keywords":"Wakefulness; Medicine; Anesthesia; Mechanical ventilation; Sleep (system call); Sleep onset; Spontaneous breathing trial; Electroencephalography; Polysomnography; Prospective cohort study; Surgery; Insomnia; Psychiatry; Apnea","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":[],"consensus_categories":[],"category_scores_codex":[0.0006536624,0.0001852724,0.0007834883,0.00007742039,0.00008846779,0.00001039757,0.00008749676,0.00008146923,0.0004523462],"category_scores_gemma":[0.000551851,0.00009793639,0.00009374101,0.000142324,0.0007480085,0.0001003179,0.00008305094,0.0003800858,0.000006468126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000440182,"about_ca_system_score_gemma":0.00003371722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005049017,"about_ca_topic_score_gemma":0.000002155684,"domain_scores_codex":[0.9979848,0.0003606801,0.0006761429,0.000293803,0.0005019262,0.0001826476],"domain_scores_gemma":[0.9984198,0.0004033158,0.0002830026,0.0002139587,0.0004479932,0.0002319358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007239988,0.0008124104,0.5976595,0.000140856,0.0002130586,0.0004969534,0.005429338,0.000002142183,0.3095425,0.000440842,0.0001029412,0.07791949],"study_design_scores_gemma":[0.008056386,0.07001835,0.8634662,0.0003130266,0.001163767,0.0002084232,0.03612228,0.0001453925,0.01854539,0.0004259834,0.001236497,0.0002982817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975672,0.0008844188,0.0003534862,0.0004642243,0.0001614856,0.0004881764,0.000007481629,0.0000098363,0.00006364175],"genre_scores_gemma":[0.9982375,0.00000740253,0.000197069,0.001227803,0.0002866736,0.0000101527,0.000004559538,0.00001297081,0.00001586509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2909971,"threshold_uncertainty_score":0.4952874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169615308544331,"score_gpt":0.2983682621204303,"score_spread":0.2814067312659972,"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."}}