{"id":"W2806212510","doi":"10.1097/mpg.0000000000002039","title":"Acute Variceal Bleeding Causes Significant Morbidity","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Ascites; Portal vein thrombosis; Cirrhosis; Bleed; Liver disease; Gastrointestinal bleeding; Portal hypertension; Hepatic encephalopathy; Thrombosis; Surgery; Internal medicine; Spontaneous bacterial peritonitis; 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":[0.000448312,0.0004437755,0.0005080253,0.0008838022,0.0004579325,0.000624176,0.0002671836,0.0003907927,0.005577262],"category_scores_gemma":[0.003888087,0.0001629886,0.0003664122,0.001452718,0.0005000534,0.0003063619,0.0006357623,0.0006502582,0.0009752417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00056825,"about_ca_system_score_gemma":0.000749203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002616441,"about_ca_topic_score_gemma":0.002384852,"domain_scores_codex":[0.9991786,0.0001636773,0.0001133438,0.00009323773,0.000287783,0.0001633403],"domain_scores_gemma":[0.9965581,0.0005413951,0.001806356,0.000121834,0.0004569867,0.0005152259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000603583,0.00001825076,0.9787072,0.0001898344,0.0000937349,0.0007038517,0.00003675689,0.00004550082,0.0001594078,0.00009264886,0.002186867,0.01770556],"study_design_scores_gemma":[0.00000837995,0.00009417452,0.9835187,0.0003560501,0.0001017687,0.01062717,0.0002109008,0.00008650317,0.0001660496,0.0001398258,0.004682239,0.000008192919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967188,0.07347758,0.001351981,0.00415858,0.0005716726,0.0001067095,0.004077211,0.0002016249,0.01933575],"genre_scores_gemma":[0.9801155,0.01599303,0.0004753389,0.0003784399,0.0006429504,0.00002324442,0.00165932,0.00001463498,0.0006975188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005577262,"threshold_uncertainty_score":0.0186578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546855799140134,"score_gpt":0.2680196594655321,"score_spread":0.2525511014741307,"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."}}