{"id":"W2794307060","doi":"10.1093/jcag/gwy009.059","title":"A59 QUALITY OF CARE OF PATIENTS WITH DECOMPENSATED CIRRHOSIS ADMITTED TO A MEDICAL SERVICE AT THE OTTAWA HOSPITAL","year":2018,"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":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Spontaneous bacterial peritonitis; Ascites; Cirrhosis; Hepatic encephalopathy; Hepatorenal syndrome; Esophageal varices; Internal medicine; Varices; Retrospective cohort study; Liver disease; Emergency medicine; Portal hypertension; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00071235,0.0002494056,0.00035493,0.001402817,0.00164275,0.001996796,0.001004209,0.0004729874,0.003876742],"category_scores_gemma":[0.007417292,0.000287018,0.0006216393,0.002440643,0.0006858357,0.0009446141,0.001472914,0.0009850332,0.0002551888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123414,"about_ca_system_score_gemma":0.01254538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.639393,"about_ca_topic_score_gemma":0.8051049,"domain_scores_codex":[0.9978897,0.0003132941,0.0004130146,0.0002328995,0.0006359353,0.0005151341],"domain_scores_gemma":[0.9888654,0.0007024581,0.004812933,0.0002851597,0.002073553,0.003260461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003903769,0.0000322921,0.9955857,0.00006026415,0.00005217974,0.00006772245,0.0002709218,0.0000508699,0.00005662481,0.00004057052,0.001053204,0.002690589],"study_design_scores_gemma":[0.000003105177,0.00003252012,0.9988031,0.00003644037,0.00001069405,0.00003494751,0.0005621349,0.0001157053,0.00001615205,0.00001460804,0.0003626158,0.000007997883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987371,0.001204274,0.00008036206,0.003237572,0.0000717612,0.00009765863,0.003813785,0.00001775747,0.004105814],"genre_scores_gemma":[0.99743,0.0004455814,0.0002169802,0.0003753023,0.00003068094,0.00002424614,0.001011979,0.000002713059,0.0004624028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.360607,"threshold_uncertainty_score":0.7254613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005468726067546196,"score_gpt":0.2391360975555688,"score_spread":0.2336673714880226,"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."}}