{"id":"W2753384002","doi":"10.1002/hep.29488","title":"Continuous renal replacement therapy is associated with reduced serum ammonia levels and mortality in acute liver failure","year":2017,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Renal replacement therapy; Hyperammonemia; Medicine; Hepatic encephalopathy; Odds ratio; Internal medicine; Gastroenterology; Confidence interval; Liver disease; Encephalopathy; Cohort; Cirrhosis","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":[0.0008134576,0.0002060874,0.0004833724,0.0004035381,0.0003240711,0.0006292729,0.0002267835,0.0003257602,0.0006956719],"category_scores_gemma":[0.002892486,0.0001711758,0.0006269377,0.0007225785,0.0002738237,0.0003919708,0.0004484718,0.0006028607,0.0001133455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780119,"about_ca_system_score_gemma":0.0003716699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599454,"about_ca_topic_score_gemma":0.001626983,"domain_scores_codex":[0.9994287,0.000195938,0.0001039237,0.00008721911,0.0001038782,0.00008039844],"domain_scores_gemma":[0.9971739,0.0003874926,0.001731131,0.0001505614,0.0001723839,0.0003845138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004204036,0.00004136856,0.9977306,0.00001102434,0.0000627694,0.00009933858,0.00003543465,0.00002792663,0.0002298103,0.000007338411,0.00004939425,0.001284682],"study_design_scores_gemma":[0.00001014315,0.0001529708,0.9993007,0.000006164746,0.0000315667,0.0001930835,0.00004467312,0.0001479237,0.00003809796,0.0000181585,0.00005378795,0.000002599927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993454,0.0003455671,0.00004409105,0.00004677917,0.000005576521,0.000002418331,0.00005471314,0.00000220483,0.0001533725],"genre_scores_gemma":[0.9997091,0.00009060984,0.00004071296,0.00002628052,0.00001529872,0.000002287019,0.00008737629,8.258503e-7,0.00002758844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001599454,"threshold_uncertainty_score":0.004302025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419000270133972,"score_gpt":0.300137420373104,"score_spread":0.2659474176717643,"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."}}