{"id":"W2026723206","doi":"10.1007/s00592-013-0538-y","title":"Impact of liver disease severity and etiology on the occurrence of diabetes mellitus in patients with liver cirrhosis","year":2013,"lang":"en","type":"article","venue":"Acta Diabetologica","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institut National Du Cancer; Ligue Contre le Cancer; Institute of Cancer Research; Institut National de la Santé et de la Recherche Médicale","keywords":"Cirrhosis; Medicine; Internal medicine; Etiology; Gastroenterology; Hepatocellular carcinoma; Diabetes mellitus; Liver disease; Alcoholic liver disease; Family history; Hepatitis C; Viral hepatitis; Liver biopsy; Biopsy; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006079539,0.0003277624,0.0005933085,0.00071962,0.0005099868,0.0008868614,0.0002612229,0.0005464858,0.002338531],"category_scores_gemma":[0.003180545,0.0003359429,0.0009861243,0.001326934,0.0002853854,0.0005715733,0.0004464662,0.001194273,0.0002363775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786317,"about_ca_system_score_gemma":0.0004415529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975344,"about_ca_topic_score_gemma":0.003652116,"domain_scores_codex":[0.999428,0.0002154515,0.00007383782,0.00006556071,0.0001044886,0.0001125734],"domain_scores_gemma":[0.9972283,0.0008411477,0.0009470283,0.0001384283,0.0001985147,0.0006466245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003140112,0.00004053069,0.9984173,0.000006358462,0.00006749986,0.00008485901,0.00001720919,0.00002365093,0.00007209663,0.000007604453,0.00002417294,0.0009247151],"study_design_scores_gemma":[0.000007256456,0.0001103658,0.9993234,0.00000357829,0.000059219,0.0002057218,0.00008789893,0.0001112012,0.00001730765,0.00002469341,0.00004567858,0.000003817617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973813,0.001092853,0.000048237,0.0001658621,0.0000269285,0.000003757001,0.00013745,0.000003289128,0.001140339],"genre_scores_gemma":[0.9995047,0.0001958505,0.00003445253,0.00002652602,0.00003658845,0.000001270906,0.00009983536,0.000001368313,0.00009933468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002975344,"threshold_uncertainty_score":0.007823169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294479192902301,"score_gpt":0.2320304138290345,"score_spread":0.2190856219000115,"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."}}