{"id":"W4220711634","doi":"10.1016/j.cgh.2022.03.014","title":"Patients With Acute-on-Chronic Liver Failure Have Greater Healthcare Resource Utilization After Liver Transplantation","year":2022,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Odds ratio; Confidence interval; Dialysis; Internal medicine; Transplantation; Population; Logistic regression","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":[0.0003224451,0.0002036288,0.0004286207,0.000519809,0.0006525833,0.001256245,0.0002458798,0.0005181851,0.008804673],"category_scores_gemma":[0.002247489,0.000153792,0.0009295009,0.001335711,0.0002165286,0.0006125289,0.0006325669,0.001128496,0.0004300932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670379,"about_ca_system_score_gemma":0.0005959725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005412801,"about_ca_topic_score_gemma":0.007707334,"domain_scores_codex":[0.9994469,0.0001390494,0.00006312587,0.00005582263,0.00009183551,0.0002031682],"domain_scores_gemma":[0.9982097,0.0003181829,0.0007875076,0.00007321341,0.0001211093,0.0004902547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001235795,0.00008103335,0.9947228,0.00001947679,0.000137237,0.0001170457,0.00008077973,0.00004837989,0.0001884707,0.000098672,0.000529189,0.003853236],"study_design_scores_gemma":[0.000006498306,0.00004046789,0.9984724,0.00001674613,0.00003091678,0.0002707286,0.0004485393,0.0001011789,0.00003214247,0.0001400807,0.0004354317,0.000004928822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938753,0.001120532,0.0001163009,0.001005183,0.00008324317,0.000009303266,0.0004723865,0.000005751326,0.003311861],"genre_scores_gemma":[0.997955,0.0004251089,0.00006951026,0.0004793967,0.00009188629,0.000005586336,0.0004235328,0.00000439328,0.0005456503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008804673,"threshold_uncertainty_score":0.02945459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262188639420594,"score_gpt":0.2905645367484324,"score_spread":0.2643456728063729,"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."}}