{"id":"W3038058851","doi":"10.1002/lt.25831","title":"Longterm Outcomes of Patients Undergoing Liver Transplantation for Acute‐on‐Chronic Liver Failure","year":2020,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Internal medicine; Proportional hazards model; Malignancy; Cause of death; Transplantation; Survival analysis; Gastroenterology; Population; Surgery","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":[0.00006581174,0.0003406421,0.0004565464,0.0001675575,0.0001251743,0.00002510696,0.0001321083,0.0001788683,0.0001561036],"category_scores_gemma":[0.000007001247,0.0003154206,0.0003097311,0.0002029678,0.00006465137,0.0004656404,0.000004352551,0.0001725663,0.00007331914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008125326,"about_ca_system_score_gemma":0.0001444937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003415795,"about_ca_topic_score_gemma":0.0001112176,"domain_scores_codex":[0.9980863,0.00006864403,0.0005048767,0.0005021231,0.000513646,0.0003244153],"domain_scores_gemma":[0.9988969,0.0003095357,0.0001909534,0.000177009,0.0002009268,0.000224686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07537167,0.004499344,0.5494766,0.1264719,0.01554964,0.006592592,0.1490222,0.002352925,0.035037,0.00887391,0.001317246,0.02543494],"study_design_scores_gemma":[0.01947116,0.004137835,0.9123148,0.0008715452,0.01339129,0.00006217688,0.000233278,0.002926023,0.04586686,0.00004281057,0.00006717284,0.0006150726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680521,0.0002271738,0.0271699,0.000403004,0.0001505206,0.001759967,0.001800935,0.0001373942,0.0002989809],"genre_scores_gemma":[0.9858764,0.007135985,0.001390026,0.000759383,0.000142845,0.000076778,0.004520316,0.00005459554,0.00004367845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3628382,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581028919892043,"score_gpt":0.2563886116762998,"score_spread":0.2405783224773793,"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."}}