{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007406569,0.000113613,0.0002759835,0.0001209431,0.00002266357,0.000001683739,0.00003794302,0.00007692318,0.0000727052],"category_scores_gemma":[0.00000590567,0.00007593934,0.0001123448,0.00008222823,0.00004931942,0.0001438331,7.797448e-7,0.00001080701,0.000005445778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005008338,"about_ca_system_score_gemma":0.0001154205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006431267,"about_ca_topic_score_gemma":0.00002245867,"domain_scores_codex":[0.9990142,0.00003973396,0.0004039718,0.0001739287,0.0002531446,0.0001150103],"domain_scores_gemma":[0.9992908,0.0001715218,0.0001758908,0.0001266935,0.0001585978,0.00007654897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008413364,0.001668806,0.2811272,0.0113563,0.0008720007,0.0001689031,0.01690175,0.00001141181,0.6348476,0.00150245,0.00002012515,0.04311008],"study_design_scores_gemma":[0.01444328,0.003358911,0.5745879,0.002453897,0.004859071,0.00009995869,0.0001961187,0.0002930959,0.3991291,0.0002740916,0.000075619,0.0002289568],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949869,0.0002554582,0.04835697,0.00005209702,0.0001091586,0.0007102069,0.0004004174,0.00002627586,0.0002203519],"genre_scores_gemma":[0.991859,0.00688695,0.0005289269,0.00001836337,0.00005657293,0.00005684936,0.0004960878,0.00001417871,0.00008309428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2934606,"threshold_uncertainty_score":0.3096717,"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."}}