{"id":"W2924857361","doi":"10.3748/wjg.v25.i11.1409","title":"Gluten immunogenic peptide excretion detects dietary transgressions in treated celiac disease patients","year":2019,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Asymptomatic; Urine; Internal medicine; Gastroenterology; Gluten; Gluten free; Excretion; Feces; Diarrhea; Disease; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002307298,0.0001568696,0.0004148463,0.0006956047,0.00002888222,0.00001039125,0.0001469291,0.00002896211,0.0004359049],"category_scores_gemma":[0.00004557484,0.0001246504,0.0002746042,0.0002055663,0.00005628162,0.0001260988,0.00005788532,0.0003442784,0.0000433671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551904,"about_ca_system_score_gemma":0.00006578438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000015338,"about_ca_topic_score_gemma":0.000108692,"domain_scores_codex":[0.998274,0.0001824022,0.0005114001,0.0001860679,0.000384545,0.0004615429],"domain_scores_gemma":[0.998934,0.00003093466,0.0001915924,0.0002355217,0.0001395673,0.0004683451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01984065,0.0008035452,0.9725046,0.00009420479,0.0001732991,0.0005913817,0.00004238016,0.0000566491,0.001925577,0.000002737942,0.001431322,0.002533717],"study_design_scores_gemma":[0.008612933,0.002689655,0.9860942,0.0003670112,0.0001690408,0.00003032521,0.00003560624,0.00009887008,0.00004470246,0.00002914957,0.00176932,0.00005922455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967055,0.0006474826,0.00003092664,0.001711727,0.000213202,0.0004314437,0.00001163496,0.000009757789,0.0002382806],"genre_scores_gemma":[0.9982336,0.0004762462,0.0000904909,0.0004217946,0.00006867805,0.00001019284,0.00004372194,0.00001915867,0.0006360989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358963,"threshold_uncertainty_score":0.5083094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009186554843151758,"score_gpt":0.2577246750340586,"score_spread":0.2485381201909068,"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."}}