{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083889,0.001415183,0.002622577,0.002739218,0.0003417707,0.001944917,0.000710643,0.001971805,0.02122433],"category_scores_gemma":[0.002074824,0.0003722109,0.0008088293,0.002669425,0.0006192762,0.001137815,0.001379729,0.002751806,0.006202506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304586,"about_ca_system_score_gemma":0.003167213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003866565,"about_ca_topic_score_gemma":0.009966576,"domain_scores_codex":[0.9994423,0.0001363723,0.00008314526,0.00008220629,0.0001727665,0.0000831589],"domain_scores_gemma":[0.9994079,0.0002134841,0.0001467939,0.00002188505,0.0001257121,0.00008429399],"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":[0.0002380676,0.0000355589,0.0001463074,0.04332424,0.0002153442,0.0001166657,0.00004702817,0.00009412764,0.0005243751,0.002260684,0.155821,0.7971767],"study_design_scores_gemma":[0.0002701624,0.0001274225,0.001080527,0.02697132,0.0005794132,0.0006145709,0.00006903101,0.00003620792,0.00008244999,0.00132454,0.9688274,0.0000168597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003785795,0.9956719,0.00003353338,0.0008277557,0.001056367,0.000008592197,0.00004745373,0.000009970584,0.002306629],"genre_scores_gemma":[0.001011739,0.9926852,0.0001421512,0.00254843,0.001077479,0.00001707765,0.0000936584,0.000002893051,0.002421332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02122433,"threshold_uncertainty_score":0.07100254,"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."}}