{"id":"W2792837767","doi":"10.1093/jcag/gwy009.006","title":"A6 HIGH SERUM IGG4 IS ASSOCIATED WITH A SHORTER TIME TO CIRRHOSIS DEVELOPMENT, HEPATIC DECOMPENSATION, AND LIVER TRANSPLANTATION IN PATIENTS WITH PRIMARY SCLEROSING CHOLANGITIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto","funders":"","keywords":"Medicine; Gastroenterology; Internal medicine; Primary sclerosing cholangitis; Liver transplantation; Portal hypertension; Cirrhosis; Decompensation; Ascites; Hepatic encephalopathy; Liver biopsy; Primary biliary cirrhosis; Proportional hazards model; Liver disease; Transplantation; Biopsy; Disease","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":[0.0003105353,0.0003736086,0.0003575861,0.0005266136,0.0004635624,0.0006488597,0.0003069786,0.0004748511,0.001642938],"category_scores_gemma":[0.001398662,0.0002643157,0.0005184075,0.0006936002,0.0003328254,0.0003600217,0.0003024161,0.0008037814,0.0002058511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005110728,"about_ca_system_score_gemma":0.0006832227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316423,"about_ca_topic_score_gemma":0.01221737,"domain_scores_codex":[0.9997616,0.00004634342,0.00002177594,0.00003523232,0.0000621155,0.00007290566],"domain_scores_gemma":[0.9987631,0.0002021694,0.0004979325,0.00005440256,0.0001262251,0.0003562461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001920002,0.00001702998,0.9986778,0.000004047051,0.00002860266,0.0001438823,0.00002455643,0.00003753612,0.0001842369,0.000005924532,0.00003844316,0.0006459318],"study_design_scores_gemma":[0.00000562529,0.0000906674,0.9991371,0.000003078852,0.00002989586,0.0003489525,0.00006359653,0.0002045286,0.00003904651,0.0000104287,0.00006470271,0.000002385073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992066,0.0003409267,0.00004435258,0.0000436695,0.000008987422,0.000002127834,0.0000489349,0.000004197238,0.0003002513],"genre_scores_gemma":[0.9996843,0.00005416663,0.0000178483,0.00001256259,0.00001099179,9.633426e-7,0.00007441218,9.061105e-7,0.0001438985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01316423,"threshold_uncertainty_score":0.0261752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004743327501298006,"score_gpt":0.178936378722226,"score_spread":0.174193051220928,"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."}}