{"id":"W2943464269","doi":"10.1007/s11901-019-00470-4","title":"Patient Selection in Transjugular Intrahepatic Portosystemic Shunt (TIPS) for Refractory Ascites and Associated Conditions","year":2019,"lang":"en","type":"article","venue":"Current Hepatology Reports","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Hepatorenal syndrome; Transjugular intrahepatic portosystemic shunt; Medicine; Ascites; Portal hypertension; Refractory (planetary science); Intensive care medicine; Randomized controlled trial; Portosystemic shunt; Internal medicine; Gastroenterology; Surgery; 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":[0.0001666891,0.0001377673,0.0003566998,0.0001865477,0.00004689555,0.000007808467,0.00001567948,0.0001246666,0.00006503914],"category_scores_gemma":[0.00003588257,0.0001315479,0.00007806501,0.0001348649,0.00003423031,0.0001126558,0.00000444746,0.0001603493,0.000005451101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128376,"about_ca_system_score_gemma":0.000170581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003855202,"about_ca_topic_score_gemma":0.00007984506,"domain_scores_codex":[0.9987283,0.00006754552,0.0005097633,0.0003418096,0.0001381241,0.0002145059],"domain_scores_gemma":[0.9993709,0.00009461231,0.0002165636,0.000110898,0.0001116867,0.00009539336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001044101,0.0002937464,0.9951093,0.0005016253,0.000120355,0.0001363918,0.0004984815,0.000002513067,0.002174865,0.00006128117,0.0001344102,0.0008626835],"study_design_scores_gemma":[0.002508706,0.0006394793,0.9881771,0.0007939272,0.0009897188,0.001552097,0.0001534222,0.00180427,0.001476237,0.0007984443,0.0008295007,0.0002771424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968165,0.0009354113,0.0001289643,0.00008072951,0.0005691575,0.00129659,0.00003781309,0.00005720881,0.00007763509],"genre_scores_gemma":[0.9987422,0.0001953201,0.00001894377,0.00005418476,0.0000238721,0.0001479773,0.000781916,0.00001548626,0.00002007965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006932181,"threshold_uncertainty_score":0.5364366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042906395167417,"score_gpt":0.2723471250221965,"score_spread":0.2619180610705223,"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."}}