{"id":"W2026629452","doi":"10.1055/s-2001-13829","title":"Sleep in the Critically Ill Patient","year":2001,"lang":"en","type":"article","venue":"Seminars in Respiratory and Critical Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sleep (system call); Critically ill; Intensive care unit; Intensive care medicine; Rapid eye movement sleep; Psychiatry; Electroencephalography","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"],"consensus_categories":[],"category_scores_codex":[0.0004798415,0.0002287035,0.0004182566,0.0003018133,0.00007991107,0.00001122109,0.0001145651,0.0001557575,0.0001920062],"category_scores_gemma":[0.03310933,0.0001551859,0.00005577479,0.000519745,0.001175773,0.00006552717,0.00004691597,0.0006828302,0.000007625748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008804904,"about_ca_system_score_gemma":0.00004803823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002407144,"about_ca_topic_score_gemma":0.0000477634,"domain_scores_codex":[0.9979009,0.0002789333,0.0004506024,0.0003919849,0.0005038783,0.000473682],"domain_scores_gemma":[0.9948021,0.001120906,0.00002006585,0.0002943122,0.003571444,0.000191153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001958323,0.0008398433,0.4359223,0.001533692,0.00003899634,0.02867326,0.03588165,0.000001797547,0.003021664,0.02187741,0.01424491,0.4560061],"study_design_scores_gemma":[0.005991728,0.009398628,0.1268,0.004648579,0.0002792905,0.0009336863,0.7436193,0.00008709222,0.000568831,0.003185484,0.1038327,0.0006546788],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993497,0.01857262,0.0001487703,0.03684406,0.0003502545,0.0006804375,0.000008495447,0.00003250511,0.04401311],"genre_scores_gemma":[0.7839665,0.0001234214,0.00005759286,0.2156351,0.0001276781,0.00005191651,0.00001124783,0.0000170358,0.000009515073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7077376,"threshold_uncertainty_score":0.9750352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027763500286642,"score_gpt":0.3196996916322024,"score_spread":0.299422056629336,"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."}}