{"id":"W4319345538","doi":"10.3138/canlivj-2022-0037","title":"Post liver transplantation delirium assessment using the CAM-ICU-7 scale: A cohort analysis","year":2023,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"National Institute on Aging; Canadian Liver Foundation","keywords":"Delirium; Medicine; Glasgow Coma Scale; Odds ratio; Liver transplantation; Intensive care unit; Organic mental disorders; Mechanical ventilation; Retrospective cohort study; Cohort; Internal medicine; APACHE II; Anesthesia; Transplantation; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004489809,0.000175232,0.0002712659,0.00117537,0.0005265476,0.00009506936,0.0001376743,0.00009767694,0.0008395223],"category_scores_gemma":[0.0003395406,0.0001377963,0.000307702,0.001296208,0.0001303857,0.0001316531,0.00001050534,0.0005799215,0.00007444075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007301841,"about_ca_system_score_gemma":0.001525213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04275526,"about_ca_topic_score_gemma":0.128369,"domain_scores_codex":[0.9984372,0.0001538551,0.000271057,0.0002145209,0.0004206099,0.0005027524],"domain_scores_gemma":[0.9920277,0.0000945173,0.00009887887,0.0001806669,0.007010402,0.0005878063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002672992,0.00006572,0.8880174,0.0001676947,0.00826203,0.02518037,0.008843081,0.00123709,0.005405765,0.0002202542,0.05406651,0.0082668],"study_design_scores_gemma":[0.000643949,0.00008961724,0.9715374,0.00009771511,0.005007307,0.002433966,0.009627309,0.009013369,0.0000888003,0.00001053226,0.001246007,0.000204077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879954,0.0002335799,0.002595936,0.004961157,0.0003879929,0.0003923672,0.0002082021,0.00002947183,0.003195849],"genre_scores_gemma":[0.9743474,0.0005411781,0.0002175712,0.02394244,0.0002357628,0.000006428508,0.0002155475,0.00003022901,0.0004634664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08561369,"threshold_uncertainty_score":0.9636191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696708290220554,"score_gpt":0.2835526773843792,"score_spread":0.2665855944821736,"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."}}