{"id":"W4211058877","doi":"10.1038/s41572-018-0054-z","title":"Coeliac disease","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":398,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Tays","keywords":"Coeliac disease; Enteropathy; Gluten; Medicine; Malabsorption; Disease; Immunology; Gluten free; Gastroenterology; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007596891,0.00130729,0.004725315,0.000667373,0.000120494,0.0001136875,0.0007239639,0.0005793538,0.001463689],"category_scores_gemma":[0.001460547,0.0009152715,0.004856743,0.001055665,0.0001567419,0.0001573118,0.00049465,0.002388021,0.007951394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006686557,"about_ca_system_score_gemma":0.003640273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002772222,"about_ca_topic_score_gemma":4.343985e-7,"domain_scores_codex":[0.9938546,0.0005823511,0.001305407,0.001656423,0.001480079,0.001121105],"domain_scores_gemma":[0.9916573,0.0001568335,0.0006118008,0.002903042,0.0001884199,0.004482588],"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":[0.0001435193,0.0003254831,0.00001302825,0.2228046,0.0005178031,0.0004530177,0.000001328193,5.650686e-8,4.520713e-8,0.0003505802,0.1111669,0.6642237],"study_design_scores_gemma":[0.0005850351,0.00004720841,0.0001174894,0.06503721,0.01986884,0.000007372008,0.000001787824,0.000003318588,3.409929e-8,0.00002620295,0.9135371,0.0007684468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.734663e-7,0.9804411,0.000008643949,0.0005125708,0.0007860007,0.01325534,0.0004948552,0.0001795883,0.004321745],"genre_scores_gemma":[0.000001370393,0.9815037,0.0001269021,0.001718559,0.0007718869,0.001346216,0.003940693,0.0002340565,0.01035656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8023702,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0867107015682763,"score_gpt":0.4510117417452018,"score_spread":0.3643010401769255,"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."}}