{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002643459,0.0002162587,0.001234081,0.0008568925,0.00003723828,0.00001518763,0.000302638,0.00007791147,0.00007327837],"category_scores_gemma":[0.0003566067,0.0001406889,0.0004440497,0.0001586343,0.000291461,0.00004240274,0.00003199062,0.0005191501,0.000004540584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419932,"about_ca_system_score_gemma":0.001590519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000991822,"about_ca_topic_score_gemma":0.005988912,"domain_scores_codex":[0.9980312,0.0003512816,0.0006948579,0.0001693608,0.0002648992,0.0004883752],"domain_scores_gemma":[0.9978126,0.0001039076,0.0003562953,0.0002807065,0.0001696357,0.001276908],"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":[0.001104809,0.0005550483,0.2387979,0.02535842,0.001504331,0.04695616,0.0004559654,0.000002269284,9.068721e-8,0.0003118558,0.1415276,0.5434256],"study_design_scores_gemma":[0.001095727,0.001277145,0.01704544,0.006736653,0.0008427089,0.001945229,0.00007180719,7.482137e-7,2.558478e-8,0.00001766906,0.9708943,0.00007257575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005187305,0.992166,0.000004119562,0.001731963,0.0001143776,0.0005704511,0.0001035878,0.000001051246,0.0001211039],"genre_scores_gemma":[0.005300712,0.9937577,0.00002356845,0.0006435196,0.0001546839,0.00003770461,0.0000234336,0.0000206414,0.00003799027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8293667,"threshold_uncertainty_score":0.5737125,"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."}}