{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434423,0.0001960596,0.0002959568,0.0008509953,0.000370332,0.0004649643,0.0002213754,0.0003438803,0.00301341],"category_scores_gemma":[0.001553984,0.0001131252,0.0002484889,0.001138344,0.0001311179,0.0002426045,0.000317808,0.0003519603,0.0002964821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140874,"about_ca_system_score_gemma":0.0001326554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000849441,"about_ca_topic_score_gemma":0.0006994001,"domain_scores_codex":[0.9996661,0.00009488234,0.00005007936,0.0000824099,0.00005424443,0.00005232689],"domain_scores_gemma":[0.9989437,0.0002580961,0.0004891394,0.00006792534,0.00007133173,0.0001697592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053472,0.00002000434,0.9985036,0.000006989758,0.0000206512,0.0000795841,0.00001768639,0.00001104015,0.0001619929,0.000006614477,0.00004344038,0.001023063],"study_design_scores_gemma":[0.000007963487,0.00006731466,0.9988439,0.00000459838,0.00002330698,0.0007261197,0.00006976285,0.00006340542,0.00004587012,0.0000201779,0.0001258317,0.000001614921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986078,0.0003865829,0.00006784353,0.00004022437,0.000007871822,0.000007001437,0.0003922001,0.00000246173,0.0004879599],"genre_scores_gemma":[0.9991979,0.0001305973,0.00009922712,0.00002723993,0.00001641341,0.000007188551,0.0004511384,9.675961e-7,0.00006915288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00301341,"threshold_uncertainty_score":0.01008081,"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."}}