{"id":"W2294822688","doi":"10.1002/lt.24440","title":"Embolization of portosystemic shunts for treatment of medically refractory hepatic encephalopathy","year":2016,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"U.S. National Library of Medicine","keywords":"Medicine; Refractory (planetary science); Embolization; Liver transplantation; Hepatic encephalopathy; Portosystemic shunt; Surgery; Percutaneous; Encephalopathy; Retrospective cohort study; Liver disease; Ascites; Portal hypertension; Transplantation; Radiology; Internal medicine; 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":[0.000207382,0.0001318842,0.0002645809,0.0005054144,0.0001945529,0.0002068236,0.00009481196,0.0001457127,0.0007993406],"category_scores_gemma":[0.001020268,0.00004674643,0.0001817306,0.0002778916,0.000186609,0.0001739057,0.000146177,0.0001675879,0.0001705593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171334,"about_ca_system_score_gemma":0.0002027608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001605766,"about_ca_topic_score_gemma":0.0004976186,"domain_scores_codex":[0.9998846,0.00003748251,0.00001955797,0.00001387317,0.00002655972,0.00001793354],"domain_scores_gemma":[0.9995011,0.0001551338,0.0002342911,0.00002253728,0.00001918577,0.00006772223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001871299,0.0004201925,0.7310687,0.0003648725,0.0001303718,0.01754702,0.0003060343,0.0004686151,0.01741155,0.0001935264,0.00104077,0.229177],"study_design_scores_gemma":[0.0001552129,0.005177987,0.8817374,0.000201181,0.0001710644,0.09725527,0.0004010881,0.001702789,0.008810855,0.0002711426,0.004094787,0.00002124207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921842,0.004947986,0.001326291,0.0001290503,0.00001576251,0.00002494366,0.00004184777,0.00003376792,0.001296191],"genre_scores_gemma":[0.9965976,0.002278423,0.0007268023,0.00008204341,0.0000889751,0.0000124596,0.0000748567,0.00000466322,0.0001341212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007993406,"threshold_uncertainty_score":0.002674043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540043177393842,"score_gpt":0.261237317962024,"score_spread":0.2458368861880856,"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."}}