{"id":"W2115193455","doi":"10.3748/wjg.15.4423","title":"A Brazilian experience of the self transglutaminase-based test for celiac disease case finding and diet monitoring","year":2009,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Serology; Gluten free; Irritable bowel syndrome; Blood test; Disease; Tissue transglutaminase; Postprandial; Point-of-care testing; Coeliac disease; Diarrhea; Colonoscopy; Antibody; Immunology; Colorectal cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003934738,0.000505584,0.0002509419,0.0006827628,0.0005845042,0.0005148273,0.0005517958,0.0009338083,0.001519473],"category_scores_gemma":[0.01331225,0.000362474,0.0003232207,0.0006648838,0.001043483,0.0004011243,0.0009557792,0.0005771448,0.0004273075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009254043,"about_ca_system_score_gemma":0.001211447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337994,"about_ca_topic_score_gemma":0.01083359,"domain_scores_codex":[0.9973571,0.001529747,0.0001415736,0.0003057094,0.0003852237,0.0002805829],"domain_scores_gemma":[0.9943169,0.001866234,0.0009665141,0.0004984508,0.001028898,0.00132303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002552573,0.0004760425,0.9021062,0.0002162027,0.00004976105,0.009328552,0.007167957,0.0001866309,0.003293512,0.0003178367,0.00163214,0.07497001],"study_design_scores_gemma":[0.0001042702,0.002021998,0.9107673,0.0004752089,0.0001436137,0.04802718,0.008878114,0.001404872,0.002447065,0.0004166101,0.02523997,0.0000737125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838847,0.004070928,0.001437185,0.001897671,0.0001328644,0.00008613463,0.00008137327,0.00004014118,0.00836903],"genre_scores_gemma":[0.9957103,0.001829224,0.001248189,0.0005671765,0.00006365954,0.0000183961,0.00005499803,0.00001254989,0.0004955354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337994,"threshold_uncertainty_score":0.02660412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674149611606105,"score_gpt":0.3038052757867239,"score_spread":0.2870637796706629,"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."}}