{"id":"W1964111410","doi":"10.1542/peds.2004-1392","title":"Can Tissue Transglutaminase Antibody Titers Replace Small-Bowel Biopsy to Diagnose Celiac Disease in Select Pediatric Populations?","year":2005,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Tissue transglutaminase; Biopsy; Titer; Gastroenterology; Internal medicine; Pre- and post-test probability; Antibody; Immunology","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":[0.003104988,0.0005981899,0.0007744997,0.000807965,0.0001731153,0.0008812047,0.0007515925,0.001064584,0.001877583],"category_scores_gemma":[0.02499993,0.000232368,0.0005318092,0.0007653473,0.000342401,0.001228175,0.0003276168,0.0009165779,0.0005995787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000589226,"about_ca_system_score_gemma":0.001108935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005290505,"about_ca_topic_score_gemma":0.009674711,"domain_scores_codex":[0.9984779,0.0008787446,0.0001136391,0.0001112672,0.0003154665,0.0001030073],"domain_scores_gemma":[0.9928525,0.004024925,0.001415072,0.000207096,0.0009642442,0.0005360842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001251893,0.0002273295,0.8430976,0.0002959518,0.0001369211,0.001863609,0.0001009232,0.003073099,0.0009280854,0.0003411772,0.003392216,0.1452911],"study_design_scores_gemma":[0.0005569771,0.003932183,0.9208641,0.001085351,0.0006181283,0.01604807,0.00103015,0.03939745,0.003905039,0.001998598,0.01047783,0.00008598527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481078,0.02165965,0.008653242,0.0122041,0.0006266187,0.0001924902,0.0006939038,0.000200591,0.007661578],"genre_scores_gemma":[0.9879524,0.00346405,0.007022213,0.0007218593,0.0002469225,0.00004062463,0.0002604829,0.00001870647,0.0002726011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005290505,"threshold_uncertainty_score":0.0164209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222502773372613,"score_gpt":0.3325410316064124,"score_spread":0.3103160038726863,"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."}}