{"id":"W2794385761","doi":"10.1093/jcag/gwy009.058","title":"A58 POPULATION CHARACTERISTICS AND OUTCOMES OF CARE IN PATIENTS WITH DECOMPENSATED CIRRHOSIS ADMITTED TO MEDICAL SERVICES AT THE OTTAWA HOSPITAL","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","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; Decompensation; Hepatorenal syndrome; Hepatic encephalopathy; Internal medicine; Population; Cohort; Hazard ratio; Pediatrics; Gastroenterology; Emergency medicine; Confidence interval","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":[0.0002938697,0.0002836472,0.0004047704,0.001031275,0.001318447,0.001324403,0.0007799136,0.0004918918,0.002543341],"category_scores_gemma":[0.002396161,0.0004142892,0.0005952297,0.001795093,0.0006089067,0.0006625061,0.001059514,0.0008485669,0.0002429415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007364055,"about_ca_system_score_gemma":0.005288855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5549612,"about_ca_topic_score_gemma":0.7133086,"domain_scores_codex":[0.9990649,0.00009140214,0.0001193379,0.0001624162,0.0002005717,0.0003614105],"domain_scores_gemma":[0.9974288,0.0001737792,0.001150361,0.00009591903,0.0003730609,0.0007779098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000390846,0.00003360078,0.9988071,0.00000981807,0.00002984528,0.0000677377,0.0001615307,0.00003805569,0.00007092226,0.00002367641,0.000238713,0.0004798817],"study_design_scores_gemma":[0.000003139251,0.00003251552,0.999055,0.0000109768,0.000007964547,0.00006979756,0.0005903261,0.00009355511,0.000013002,0.00001283389,0.0001043866,0.000006598636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978964,0.0001261702,0.00001918155,0.0001513331,0.000006844578,0.00002064553,0.001089348,0.000003616352,0.0006863247],"genre_scores_gemma":[0.9989109,0.00008725992,0.00003249545,0.00008111357,0.000007524266,0.0000128864,0.0006995161,0.000001453721,0.0001669936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5549612,"threshold_uncertainty_score":0.8953195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002449131911696171,"score_gpt":0.2136595787297637,"score_spread":0.2112104468180675,"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."}}