{"id":"W2795260324","doi":"10.1016/j.cgh.2018.03.027","title":"Cost Effectiveness of Early Insertion of Transjugular Intrahepatic Portosystemic Shunts for Recurrent Ascites","year":2018,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Ascites; Transjugular intrahepatic portosystemic shunt; Portal hypertension; Surgery; Gastroenterology; Radiology; 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":[0.0005262084,0.0004651067,0.0006217924,0.0006366492,0.0002258677,0.0006696883,0.0003901768,0.000779007,0.003065636],"category_scores_gemma":[0.004627482,0.0001689305,0.001574605,0.0004396746,0.0003136147,0.0007472959,0.0004871315,0.0009104785,0.0001593899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123063,"about_ca_system_score_gemma":0.0008885906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806379,"about_ca_topic_score_gemma":0.003094319,"domain_scores_codex":[0.9992918,0.000367969,0.00005448464,0.00004249205,0.0001073247,0.0001359399],"domain_scores_gemma":[0.9974873,0.001322456,0.0004785733,0.00006116818,0.00008508444,0.0005653278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1184782,0.008723461,0.2812386,0.001268237,0.002090127,0.004034411,0.0003107112,0.02938853,0.005147444,0.001969725,0.003195037,0.5441555],"study_design_scores_gemma":[0.006623319,0.06356186,0.8709861,0.0004749158,0.004259945,0.008308454,0.001051227,0.03691955,0.003494014,0.001938523,0.002221913,0.0001600727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949536,0.002869776,0.0003779575,0.0005759433,0.00007286297,0.00001909797,0.00009582299,0.00001960461,0.001015298],"genre_scores_gemma":[0.9991844,0.0003523873,0.0001842354,0.00005088948,0.00003883123,0.000005853308,0.00006515496,0.000002658356,0.0001155247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003065636,"threshold_uncertainty_score":0.01025563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07036129371544006,"score_gpt":0.3873262443643872,"score_spread":0.3169649506489471,"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."}}