{"id":"W2233733144","doi":"10.1007/s00134-015-4179-1","title":"Positive and negative effects of mechanical ventilation on sleep in the ICU: a review with clinical recommendations","year":2016,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University Health Network; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Anesthesiology; Intensive care medicine; Intensive care unit; Sleep (system call); Population; Ventilation (architecture); Intensive care; Sleep deprivation; Critically ill; Circadian rhythm; Anesthesia; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001386112,0.001176062,0.002952756,0.003288577,0.0003701473,0.001455603,0.001414935,0.00126972,0.004296917],"category_scores_gemma":[0.003803052,0.0004003053,0.002843718,0.002827646,0.0005006617,0.001333536,0.0009442205,0.001328375,0.0003834471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006253392,"about_ca_system_score_gemma":0.002276294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002918714,"about_ca_topic_score_gemma":0.00908429,"domain_scores_codex":[0.9994677,0.0000992401,0.0001969062,0.00008807729,0.0001206706,0.00002737285],"domain_scores_gemma":[0.9977599,0.001602046,0.0003828083,0.00002170218,0.0001882319,0.00004522416],"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":[0.0004033981,0.0001199098,0.001252593,0.421482,0.003734165,0.0003133751,0.0002161004,0.0002822644,0.0006568285,0.001098923,0.01552426,0.5549161],"study_design_scores_gemma":[0.0004741494,0.0005558439,0.01597869,0.5005441,0.03111357,0.002568084,0.0008478967,0.0003043699,0.000548653,0.003631718,0.4432396,0.0001933793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009931563,0.9995055,0.00002328828,0.0001569786,0.0000714871,0.000007317626,0.00003359485,0.00000131073,0.0001012681],"genre_scores_gemma":[0.000782602,0.9987321,0.0001054877,0.000214394,0.00009017115,0.00001033068,0.00002067496,4.494902e-7,0.00004370087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004296917,"threshold_uncertainty_score":0.01437467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258366294763341,"score_gpt":0.4012992690628712,"score_spread":0.3587156061152378,"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."}}