{"id":"W2901092366","doi":"10.4187/respcare.06651","title":"Supportive Care of Patients on Mechanical Ventilation","year":2018,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilation; Multidisciplinary approach; Anxiety; Intensive care medicine; Distress; Multidisciplinary team; Health care; Sleep deprivation; Health professionals; Nursing; Psychiatry; Clinical psychology; Cognition","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":[0.001199444,0.0006489037,0.001008111,0.002230354,0.0003177405,0.001123004,0.0009531094,0.0009137832,0.002087368],"category_scores_gemma":[0.005712504,0.0001775263,0.001167605,0.001561349,0.0003421386,0.0008487404,0.0007249055,0.0009803501,0.0002341575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007425605,"about_ca_system_score_gemma":0.002251098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812625,"about_ca_topic_score_gemma":0.004114638,"domain_scores_codex":[0.9988973,0.0004462458,0.0002737768,0.00006727301,0.000264022,0.00005137882],"domain_scores_gemma":[0.9981182,0.001257888,0.0003359748,0.00002634981,0.000215848,0.00004573833],"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":[0.000108161,0.0000682665,0.0009969829,0.1853997,0.0008189535,0.0001842025,0.0002919338,0.0002317501,0.0003119919,0.001637122,0.008510525,0.8014404],"study_design_scores_gemma":[0.0001668838,0.0003907454,0.01473892,0.5199516,0.004181833,0.003503944,0.0008475041,0.0003108454,0.0008520627,0.003269562,0.4517277,0.00005830126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003430754,0.9987198,0.00006070402,0.0002601821,0.00008554689,0.00001138044,0.00001609455,0.00000234338,0.0005008103],"genre_scores_gemma":[0.004788761,0.994524,0.0002817738,0.0002067506,0.00008158151,0.0000186768,0.00003014877,7.773605e-7,0.00006752408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002230354,"threshold_uncertainty_score":0.006982923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503691830313786,"score_gpt":0.3573870207798855,"score_spread":0.3123501024767477,"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."}}