{"id":"W4323350963","doi":"10.1093/jcag/gwac036.245","title":"A245 A TERTIARY CENTRE REVIEW OF PORTO-SYSTEMIC SHUNTS: AN INCREASINGLY IMPORTANT TOOL IN LIVER DISEASE MANAGEMENT","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Ascites; Portal hypertension; Shunt (medical); Liver disease; Portosystemic shunt; Surgery; Cirrhosis; Retrospective cohort study; Chronic liver disease; Internal medicine; Gastroenterology","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":[0.001656304,0.0001858449,0.0004006292,0.005483335,0.0003107352,0.000759469,0.00034684,0.0003110381,0.004076227],"category_scores_gemma":[0.008746703,0.0001651905,0.0002506155,0.006342352,0.0002303964,0.0007322005,0.0005206555,0.0001662571,0.0005656958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022003,"about_ca_system_score_gemma":0.001810638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003546374,"about_ca_topic_score_gemma":0.008964778,"domain_scores_codex":[0.9977842,0.0006326567,0.0008792533,0.0001840514,0.000414484,0.0001053195],"domain_scores_gemma":[0.9817777,0.004836589,0.009187725,0.0004500095,0.00306027,0.0006876824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003560725,0.00008313949,0.7169125,0.02202602,0.0002610728,0.00795977,0.001432544,0.0001759556,0.002869601,0.0004406253,0.0343522,0.2131306],"study_design_scores_gemma":[0.00006105231,0.0002527825,0.9057573,0.009415529,0.0003167088,0.01385316,0.001654455,0.0001856468,0.0008616451,0.00008405412,0.06752862,0.00002894234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5418457,0.4146182,0.001027968,0.004297573,0.0007028828,0.0009730004,0.02020102,0.0001424855,0.01619113],"genre_scores_gemma":[0.8693624,0.1182514,0.002147947,0.002014614,0.00101826,0.000500723,0.004972013,0.00002323333,0.001709505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005483335,"threshold_uncertainty_score":0.01363629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006810845844969905,"score_gpt":0.2256560324286145,"score_spread":0.2188451865836446,"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."}}