{"id":"W2791031251","doi":"10.1093/jcag/gwy008.207","title":"A206 PREDICTORS OF HOSPITAL READMISSION FOLLOWING LIVER TRANSPLANTATION: A SINGLE CENTRE EXPERIENCE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Liver transplantation; Liver disease; Hepatocellular carcinoma; Transplantation; Retrospective cohort study; Alcoholic liver disease; Logistic regression; Surgery; Internal medicine; Hepatitis C; Cirrhosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007146353,0.0003909265,0.0004913065,0.0009193079,0.0009410949,0.001075009,0.000429385,0.0004313666,0.00156422],"category_scores_gemma":[0.002826369,0.000463538,0.000578998,0.00100487,0.0003588307,0.0006647063,0.0008077448,0.0005605574,0.0002763133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007982894,"about_ca_system_score_gemma":0.0008258719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008440749,"about_ca_topic_score_gemma":0.01380155,"domain_scores_codex":[0.9991809,0.000207552,0.0001205539,0.000149623,0.0001740094,0.0001673708],"domain_scores_gemma":[0.9974881,0.0004695084,0.0009712092,0.0001611644,0.0003145254,0.0005953576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000448432,0.00004751995,0.9979347,0.000007318315,0.00001685611,0.0006116857,0.0002952187,0.00001785145,0.00009236711,0.000006016696,0.00006572899,0.0008598071],"study_design_scores_gemma":[0.00001142222,0.0005352551,0.9923768,0.00002594473,0.00003529062,0.004046542,0.002250729,0.0002704367,0.0001251436,0.00001991628,0.0002815405,0.0000208638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995795,0.0001131927,0.00006459168,0.00003039429,0.000004096282,0.000008863423,0.00005180638,0.000002203488,0.0001453795],"genre_scores_gemma":[0.9996947,0.00008543716,0.00005374018,0.00001999797,0.000009246204,0.000006087937,0.00006978281,0.000002045641,0.00005892637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008440749,"threshold_uncertainty_score":0.01678324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00690434672111901,"score_gpt":0.2284906706125235,"score_spread":0.2215863238914045,"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."}}