{"id":"W4210397572","doi":"10.1016/j.genhosppsych.2022.01.009","title":"Steroid dosing and delirium after lung transplant surgery","year":2022,"lang":"en","type":"letter","venue":"General Hospital Psychiatry","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre","funders":"American College of Surgeons","keywords":"Medicine; Alcohol use disorder; Alcoholic liver disease; Psychiatry; Delirium; Cohort; Alcohol; Internal medicine; Cirrhosis","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":[0.00009714952,0.0004297842,0.0005460855,0.0002360183,0.0001100261,0.0000573153,0.00008854898,0.0003909369,0.0005884549],"category_scores_gemma":[0.000001588231,0.0004071142,0.0003815859,0.0001238739,0.00005978242,0.0001396901,0.00002641933,0.001136117,0.00001888602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006191099,"about_ca_system_score_gemma":0.0002236191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007888935,"about_ca_topic_score_gemma":0.000008927191,"domain_scores_codex":[0.9978422,0.00008202522,0.0004341478,0.0006473169,0.0005191182,0.0004751845],"domain_scores_gemma":[0.9992687,0.00004355899,0.0001199691,0.0003405462,0.00007269159,0.000154515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006416437,0.000103481,0.1760886,0.00284523,0.0007131927,0.001739182,0.0004215779,0.000001220362,0.00001919284,0.000006031038,0.817262,0.0001586504],"study_design_scores_gemma":[0.007898239,0.001814932,0.7570328,0.003690529,0.01623941,0.001651368,0.0003012379,0.0002327787,0.0001020498,0.000682094,0.2057224,0.004632269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6469573,0.01087331,0.00003976419,0.3357742,0.004786625,0.0005146179,0.0007303362,0.0001032,0.0002207019],"genre_scores_gemma":[0.1983974,0.001430956,0.0004916739,0.7823378,0.009729345,0.0001851469,0.006179872,0.0001569919,0.00109086],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6115396,"threshold_uncertainty_score":0.9998381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006760504927849785,"score_gpt":0.2205388257788686,"score_spread":0.2137783208510188,"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."}}