{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009176963,0.0002845155,0.0005535803,0.0009272277,0.0007767148,0.001024675,0.0002720874,0.0007238511,0.002995291],"category_scores_gemma":[0.004080085,0.0001343532,0.0004380113,0.0006727425,0.0003887713,0.0005386673,0.0004960719,0.0007484618,0.0004034279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295969,"about_ca_system_score_gemma":0.0005787208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002129901,"about_ca_topic_score_gemma":0.0004983546,"domain_scores_codex":[0.9992056,0.0003572884,0.0001161314,0.00008735395,0.0001103868,0.0001231566],"domain_scores_gemma":[0.9987608,0.0005361443,0.0002007051,0.00004979609,0.00005484523,0.0003975909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003151407,0.0004877063,0.8437027,0.0001979779,0.0001627564,0.0214354,0.000457231,0.00090884,0.00334032,0.001118278,0.006270523,0.1187668],"study_design_scores_gemma":[0.0004584284,0.004449854,0.7972598,0.0009987709,0.0004868705,0.1523636,0.003295077,0.006834435,0.005106023,0.006494161,0.02211345,0.0001396142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.979543,0.004700171,0.002373944,0.002823508,0.0003569193,0.00008384012,0.0002241146,0.00003858302,0.009855952],"genre_scores_gemma":[0.9950112,0.001417566,0.001521418,0.0007619721,0.000559978,0.0000655932,0.0003235241,0.00002378285,0.0003149972],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002995291,"threshold_uncertainty_score":0.0100202,"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."}}