{"id":"W4400412180","doi":"10.14309/ajg.0000000000002944","title":"Improvement in Survival After Transplantation for Critically Ill Patients With Cirrhosis in the United States","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Cirrhosis; Transplantation; Liver transplantation; Internal medicine","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":[0.0007560484,0.0001607244,0.0001783779,0.0006979603,0.0002403549,0.0004578668,0.0002034186,0.0003244687,0.001493304],"category_scores_gemma":[0.002469003,0.00007073256,0.0002458113,0.0008098462,0.000256452,0.0004996615,0.0004881025,0.0003564862,0.0001420128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169875,"about_ca_system_score_gemma":0.0006151232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005034188,"about_ca_topic_score_gemma":0.008951172,"domain_scores_codex":[0.9996583,0.00009530102,0.00005278535,0.00005518563,0.00006724277,0.00007122417],"domain_scores_gemma":[0.9977315,0.0002245898,0.001407326,0.00005080656,0.0002348792,0.0003509657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004653651,0.00001526786,0.9960946,0.00002065215,0.00002476016,0.00003370363,0.00002822903,0.00006432398,0.00007107715,0.00002067329,0.0003735525,0.003206552],"study_design_scores_gemma":[0.000003651681,0.00004386381,0.9993383,0.00002447335,0.00001228331,0.0001007632,0.00006263069,0.0001275651,0.0000270949,0.00002895753,0.0002285532,0.000001798014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993828,0.002549155,0.0001299602,0.001176572,0.00006024686,0.000007182182,0.001156662,0.00002070706,0.001071434],"genre_scores_gemma":[0.998524,0.000436651,0.0000760688,0.0001369786,0.00004037183,0.000003359659,0.0007216426,0.000001070733,0.00005981595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005034188,"threshold_uncertainty_score":0.01000977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005951397204295723,"score_gpt":0.2469509592468939,"score_spread":0.2409995620425982,"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."}}