{"id":"W2057122929","doi":"10.1111/j.1478-3231.2009.02095.x","title":"Immunogenetic susceptibility to diabetes mellitus in patients with liver disease","year":2009,"lang":"en","type":"article","venue":"Liver International","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Diabetes mellitus; Medicine; Liver disease; Disease; Internal medicine; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000507086,0.0001021924,0.00007087699,0.00004334427,0.00002161004,0.00002571571,0.0001862352,0.0000399251,0.00008587746],"category_scores_gemma":[0.00004053992,0.00009359638,0.00004387986,0.00006123963,0.00002230819,0.00000622971,0.00004903943,0.00004226094,0.00002615524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003073143,"about_ca_system_score_gemma":0.00002336326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001714086,"about_ca_topic_score_gemma":0.00004860905,"domain_scores_codex":[0.9992549,0.000022193,0.000112982,0.0002580731,0.0001693027,0.0001825117],"domain_scores_gemma":[0.99963,0.000005177027,0.00003325768,0.0001561871,0.00009310952,0.00008230591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001923972,0.0004632654,0.9832354,0.00000322672,0.00004523281,0.000001916598,0.00003655164,0.0002111674,0.002062767,0.00005538303,0.0005838167,0.01310884],"study_design_scores_gemma":[0.0007203955,0.000269229,0.9944964,0.00001561426,0.000007818804,2.213187e-8,0.000005974066,0.00007562737,0.001318033,0.00006392741,0.002888888,0.0001380892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985222,0.0004349186,0.00002702412,0.0001864791,0.00008082265,0.0001601243,0.00005325623,0.000006684414,0.0005285062],"genre_scores_gemma":[0.9983767,0.00004380602,0.000167429,0.000852718,0.00004704262,0.000008784516,0.0002881438,0.000007370366,0.0002080339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297075,"threshold_uncertainty_score":0.3816749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003245285777517432,"score_gpt":0.2007652692908287,"score_spread":0.1975199835133112,"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."}}