{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009164241,0.0001998575,0.0002986994,0.0007098442,0.0004442567,0.0005324223,0.0002126348,0.0003228213,0.0009268602],"category_scores_gemma":[0.002281288,0.0001265605,0.0005057397,0.0006947612,0.0003325881,0.0007350378,0.0007328843,0.0005819319,0.0001425392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796709,"about_ca_system_score_gemma":0.0003804644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002097953,"about_ca_topic_score_gemma":0.003129845,"domain_scores_codex":[0.9994866,0.0001240041,0.00009703868,0.00007388885,0.00008679962,0.0001316905],"domain_scores_gemma":[0.9978819,0.0002771294,0.001181923,0.00008899093,0.0001614365,0.0004085583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007145856,0.00001845825,0.9986445,0.000009454771,0.00003679445,0.00004543621,0.0000338185,0.00003085212,0.00004120543,0.00001084694,0.00006973829,0.0009874044],"study_design_scores_gemma":[0.000005845057,0.000166988,0.999128,0.00001284379,0.00002761332,0.0002270863,0.0001401456,0.0001143074,0.00002661597,0.00003713118,0.0001083507,0.000004964919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998719,0.0005898356,0.00005447637,0.00007252693,0.000009605001,0.000003452571,0.0003193423,0.000002227592,0.0002295817],"genre_scores_gemma":[0.9990197,0.0002145949,0.00003164924,0.00003315038,0.00002047217,0.000004980147,0.0006195147,6.854541e-7,0.00005516747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002097953,"threshold_uncertainty_score":0.004846573,"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."}}