{"id":"W3013991038","doi":"10.1016/j.cgh.2020.03.038","title":"Real-World Gluten Exposure in Patients With Celiac Disease on Gluten-Free Diets, Determined From Gliadin Immunogenic Peptides in Urine and Fecal Samples","year":2020,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"Childhood Cancer Canada; Crohn's and Colitis Canada","keywords":"Medicine; Gluten free; Feces; Gliadin; Gluten; Urine; Gastroenterology; Food science; Internal medicine; Immunology; Microbiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002336893,0.0002647478,0.0008613821,0.0001748241,0.00004408667,0.00001317409,0.0001779089,0.0001111841,0.00006426289],"category_scores_gemma":[0.000440447,0.0002118153,0.00009997281,0.0001167732,0.0005204484,0.00005886464,0.0003936894,0.000526619,0.000009333702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004032624,"about_ca_system_score_gemma":0.00006638058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002784258,"about_ca_topic_score_gemma":0.003516838,"domain_scores_codex":[0.9974089,0.0003827308,0.0006758287,0.0007657876,0.0001784833,0.0005882646],"domain_scores_gemma":[0.9983233,0.0003586837,0.0001112332,0.0004128029,0.00004264129,0.0007513807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04884436,0.0009217448,0.9461319,0.00008787789,0.0001474797,0.000898257,0.00003326038,0.000001120383,0.000005775928,0.00006269709,0.0006755898,0.002189931],"study_design_scores_gemma":[0.01777205,0.006717558,0.9741877,0.00009347963,0.000134193,0.00000307439,0.00002273955,0.0002011765,0.000001712457,0.000205348,0.0005485353,0.0001124345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890753,0.0003666793,0.00001180926,0.009689117,0.00007252146,0.0006105076,0.0001002567,0.00003081466,0.0000429797],"genre_scores_gemma":[0.9934364,0.001394635,0.000300069,0.004445212,0.00009427318,0.00006298866,0.0002189202,0.00002274788,0.00002475375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107231,"threshold_uncertainty_score":0.8637576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042737163609048,"score_gpt":0.302421266799722,"score_spread":0.2719938951636315,"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."}}