{"id":"W3140286901","doi":"","title":"Celiac disease:Prevalence,diagnosis,pathogenesis and treatment","year":2012,"lang":"en","type":"article","venue":"世界胃肠病学杂志(英文版)","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Gliadin; Tissue transglutaminase; Immunology; Human leukocyte antigen; Pathogenesis; Immune system; Medicine; Coeliac disease; Serology; Population; Antibody; Autoantibody; Disease; Gluten; Antigen; Biology; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002236014,0.000244766,0.0002860258,0.0001499542,0.0001197691,0.00003951119,0.00007860205,0.0000494236,0.001032548],"category_scores_gemma":[0.0001072438,0.0001917495,0.000171193,0.0001702263,0.0001301956,0.0001665921,0.0001203853,0.00006868766,0.0003454616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841168,"about_ca_system_score_gemma":0.0001015758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008875547,"about_ca_topic_score_gemma":0.000008563392,"domain_scores_codex":[0.9981799,0.00007057126,0.0002088935,0.0003712089,0.0004612712,0.0007082073],"domain_scores_gemma":[0.9977253,0.00007672809,0.00004095258,0.000541778,0.0000583095,0.001556929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003969593,0.001645107,0.8373143,0.0007703074,0.0002388944,0.0001760089,0.0004000227,7.885629e-7,0.0004100079,0.001308477,0.01359833,0.1437408],"study_design_scores_gemma":[0.001248944,0.0002355004,0.6546401,0.0001085071,0.0004860784,0.000008345565,0.0002145864,0.00002857302,0.0004553472,0.00003636633,0.3423541,0.0001835323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231448,0.06672151,0.00005890643,0.002813759,0.000239242,0.001378299,0.0001567052,0.0001597606,0.005327068],"genre_scores_gemma":[0.9606489,0.02917691,0.0002464438,0.0004955761,0.0005665057,0.0006406084,0.00007257326,0.00003954171,0.008112957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287557,"threshold_uncertainty_score":0.9998807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112044727111076,"score_gpt":0.3151798076121489,"score_spread":0.2840593603410381,"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."}}