{"id":"W3189839007","doi":"10.7759/cureus.17061","title":"Association of Type 2 Diabetes and Hepatic Encephalopathy in Chronic Liver Disease Patients","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Cirrhosis; Internal medicine; Gastroenterology; Diabetes mellitus; Odds ratio; Prediabetes; Hepatic encephalopathy; Chronic liver disease; Exacerbation; Type 2 diabetes; Liver disease; Endocrinology","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":[0.0004195829,0.0002167605,0.0002961832,0.000880657,0.0005874637,0.0005137392,0.000207938,0.0004007316,0.002374724],"category_scores_gemma":[0.001481559,0.0002017953,0.0002858911,0.001326122,0.0002404122,0.0003160609,0.0003089151,0.0006020442,0.0001247815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909837,"about_ca_system_score_gemma":0.0002357336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939075,"about_ca_topic_score_gemma":0.002809432,"domain_scores_codex":[0.9995555,0.000107962,0.00006759616,0.00007460622,0.00009851159,0.00009577519],"domain_scores_gemma":[0.9983274,0.0003197228,0.0008538807,0.00005690261,0.0001121436,0.0003299138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007110925,0.00002840376,0.9991929,0.000008324219,0.00001291311,0.0001647494,0.00002116939,0.000006451332,0.00005398065,0.00000457638,0.00002509852,0.0004101799],"study_design_scores_gemma":[0.000005329148,0.0001156037,0.9984215,0.000007664691,0.00001773953,0.001103338,0.0001374991,0.0000468265,0.00002453169,0.00001445408,0.0001033356,0.000002167644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985007,0.0006850363,0.00004141719,0.00007470988,0.00001399289,0.000008049521,0.0001245905,0.000001507144,0.0005499612],"genre_scores_gemma":[0.9994537,0.0002420126,0.00004236798,0.00002834606,0.00001986086,0.000006655393,0.0001036407,6.151379e-7,0.0001028373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374724,"threshold_uncertainty_score":0.007944286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006950941268811585,"score_gpt":0.2261434126955282,"score_spread":0.2191924714267166,"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."}}