{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007800394,0.0004569764,0.001548046,0.0004414972,0.00005752256,0.000007492904,0.0001514493,0.0005432771,0.0001832375],"category_scores_gemma":[0.00311643,0.0003885782,0.0008896618,0.0003059789,0.0001373437,0.00003452467,0.00007868572,0.0004684867,0.0002345955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984795,"about_ca_system_score_gemma":0.0007722471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002204695,"about_ca_topic_score_gemma":0.00000472059,"domain_scores_codex":[0.9976311,0.0002239349,0.0007198927,0.0005596094,0.0005866943,0.0002787361],"domain_scores_gemma":[0.9777255,0.0001057461,0.0005594042,0.0005373571,0.02093601,0.0001359875],"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":[0.0002502011,0.0001196499,0.0001604429,0.04295842,0.0003601979,0.00006130664,0.0007703531,3.276297e-8,0.000006086307,0.00007950851,0.008385523,0.9468483],"study_design_scores_gemma":[0.0007010379,0.002218629,0.0002361285,0.022795,0.001582774,0.000001439275,0.00310965,1.374447e-8,0.0007596791,0.000001767939,0.9682847,0.0003091803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006974052,0.9904577,0.00000442583,0.00000353838,0.0006166713,0.001980564,0.0008295394,0.00004399152,0.005366192],"genre_scores_gemma":[0.007464228,0.976653,0.00004557608,0.006094101,0.0007435182,0.000246141,0.008276488,0.0003499131,0.0001270481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9598992,"threshold_uncertainty_score":0.9998566,"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."}}