{"id":"W4281640238","doi":"10.1016/s0140-6736(22)00794-2","title":"Coeliac disease","year":2022,"lang":"en","type":"review","venue":"The Lancet","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":458,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Biocodex Microbiota Foundation; Gilead Sciences","keywords":"Coeliac disease; Medicine; Tissue transglutaminase; Enteropathy; Villous atrophy; Malabsorption; Subclinical infection; Immunology; Sprue; Gluten; Population; Gastroenterology; Disease; Immunopathology; Gluten free; Internal medicine; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003863729,0.0001875543,0.00113916,0.00007280752,0.0001110562,0.00003115122,0.0004150998,0.00002525982,0.004428927],"category_scores_gemma":[0.0001728937,0.0001017198,0.0004538159,0.0002351247,0.00005512832,0.00001368474,0.0003971097,0.0004528651,0.0006068693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272873,"about_ca_system_score_gemma":0.0003931277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007396135,"about_ca_topic_score_gemma":7.57215e-7,"domain_scores_codex":[0.9985511,0.000167158,0.0001842886,0.0002396162,0.0004949173,0.0003629218],"domain_scores_gemma":[0.9983235,0.0001184261,0.00006935721,0.001181219,0.00001144328,0.0002960575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005155867,0.0000462753,0.000002357861,0.01734564,0.0001665861,0.0002093388,0.000003202386,5.698037e-8,3.656793e-9,0.0005724222,0.3236074,0.6579952],"study_design_scores_gemma":[0.0003288509,0.00003137501,0.00003957942,0.002057212,0.001488757,0.000008991901,0.000006771563,0.000001838952,4.409804e-9,0.00007963496,0.9958516,0.0001053608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.911976e-7,0.9742339,0.000001772898,0.001995426,0.000146843,0.001270898,0.0002185625,0.00007367327,0.0220587],"genre_scores_gemma":[8.348136e-7,0.9868436,0.00000729916,0.0009032362,0.001379058,0.0005769102,0.0006023819,0.0000384231,0.009648275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6722442,"threshold_uncertainty_score":0.9964812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1751589141600233,"score_gpt":0.4294810143624151,"score_spread":0.2543221002023918,"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."}}