{"id":"W1483393121","doi":"10.1155/2008/905325","title":"Pearls and Pitfalls in the Diagnosis of Adult Celiac Disease","year":2008,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Malabsorption; Medicine; Intraepithelial lymphocyte; Duodenum; Tissue transglutaminase; Pathological; Gastroenterology; Disease; Villous atrophy; Biopsy; Sprue; Internal medicine; Gluten; Diarrhea; Jejunum; Pathology; Coeliac disease; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02168667,0.001390638,0.002122632,0.009310703,0.002024862,0.004783469,0.004306602,0.006162377,0.001788458],"category_scores_gemma":[0.07970193,0.001062308,0.001051756,0.002707897,0.01072208,0.01135357,0.004127325,0.01887237,0.002536099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241223,"about_ca_system_score_gemma":0.001632228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002568746,"about_ca_topic_score_gemma":0.003700387,"domain_scores_codex":[0.9868435,0.005625318,0.002658836,0.0008922689,0.003474138,0.0005059086],"domain_scores_gemma":[0.9447575,0.0358295,0.002859077,0.002405443,0.01119332,0.002955037],"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":[0.0004799533,0.0001772276,0.02359345,0.003399528,0.0002072236,0.05396872,0.004781889,0.0008879679,0.001746466,0.03676961,0.3109038,0.5630841],"study_design_scores_gemma":[0.0001478477,0.000282649,0.01336789,0.01267727,0.0002446114,0.3356953,0.009252367,0.004046497,0.001254672,0.1167115,0.5058986,0.0004207458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01563429,0.4909984,0.02435751,0.3907921,0.0563045,0.0001456152,0.0002543903,0.0007306127,0.02078267],"genre_scores_gemma":[0.2272537,0.2957299,0.05858555,0.2074011,0.2023012,0.0002507693,0.0004401886,0.000467274,0.007570308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02168667,"threshold_uncertainty_score":0.1146914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301812944954333,"score_gpt":0.3063878629642114,"score_spread":0.2762065684687781,"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."}}