{"id":"W4292212789","doi":"10.1002/lt.26563","title":"Outcomes of patients with acute liver failure listed for liver transplantation: A multicenter prospective cohort analysis","year":2022,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Baylor University Medical Center; University of Alberta; University of California, San Diego; University of Oregon; University of Pittsburgh; University of California, Los Angeles; University of South Carolina; National Institute of Diabetes and Digestive and Kidney Diseases; Baylor University; Yale University; Virginia Commonwealth University; Northwestern University; Ohio State University; University of Washington; Emory University; University of Pennsylvania; Massachusetts General Hospital","keywords":"Medicine; Liver transplantation; Internal medicine; Odds ratio; Cohort; Prospective cohort study; Transplantation; Confidence interval; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001262166,0.0003106805,0.0005631321,0.0004473091,0.0002636863,0.00002106119,0.0001289836,0.00008212473,0.000478431],"category_scores_gemma":[0.000001922562,0.0002694817,0.0003678163,0.0006830828,0.00007867567,0.0003835834,0.000007452075,0.0001881895,0.00000727896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147485,"about_ca_system_score_gemma":0.00009254427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002725425,"about_ca_topic_score_gemma":0.0003237493,"domain_scores_codex":[0.9978752,0.0001130685,0.0004632669,0.000479899,0.0007779829,0.0002905633],"domain_scores_gemma":[0.9988288,0.0001672372,0.0002384012,0.0002440413,0.0003884544,0.0001331009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0141789,0.0008934839,0.9597349,0.001473242,0.01009207,0.0005302578,0.01219169,0.0003962863,0.000155318,0.0001730745,0.0000248036,0.0001559652],"study_design_scores_gemma":[0.0110729,0.0007769711,0.9314554,0.00005408486,0.05299317,0.00004419388,0.0002446489,0.001302287,0.00173269,0.000007826933,0.00002327678,0.0002925642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703036,0.00008080664,0.02061992,0.00006989691,0.00007738968,0.002974247,0.005625174,0.00008452793,0.0001644244],"genre_scores_gemma":[0.9825425,0.0006416941,0.002233507,0.0002194426,0.00002730808,0.000580229,0.0135454,0.00004139393,0.0001685797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0429011,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006586930995030173,"score_gpt":0.2324702792653652,"score_spread":0.225883348270335,"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."}}