{"id":"W2118518163","doi":"10.1373/clinchem.2007.090308","title":"Celiac Disease: Are Endomysial Antibody Test Results Being Used Appropriately?","year":2007,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Calgary Laboratory Services; Canadian Celiac Association; University of Calgary","keywords":"Medicine; Biopsy; Disease; Internal medicine; Gastroenterology; Coeliac disease; Immunopathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001580499,0.0002230583,0.0004490391,0.00003680129,0.00009106631,0.00004191079,0.000223393,0.0001714406,0.0001942408],"category_scores_gemma":[0.007754217,0.0001958858,0.000392398,0.0002196673,0.0002430182,0.00005157642,0.0002221604,0.0005741925,0.0001623307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007980037,"about_ca_system_score_gemma":0.0002174967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000329274,"about_ca_topic_score_gemma":9.088536e-7,"domain_scores_codex":[0.997028,0.00002913119,0.0008713051,0.0006799647,0.0007038552,0.0006877595],"domain_scores_gemma":[0.9963821,0.0008652676,0.000189781,0.0008166848,0.0001575376,0.001588624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01253731,0.007005963,0.8553637,0.003107599,0.0004780465,0.008839022,0.00005631825,0.00000210487,0.03783142,0.00007042076,0.0412395,0.03346863],"study_design_scores_gemma":[0.01859343,0.0002963711,0.5336546,0.0008348423,0.000538372,0.00001892183,0.0002777589,0.0002290339,0.02401413,0.0003450885,0.4205062,0.000691255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591521,0.0005723734,0.0002863254,0.004640974,0.0002725012,0.0007629244,0.0001908189,0.0002707959,0.0338512],"genre_scores_gemma":[0.9890675,0.0002939313,0.0001841071,0.000382707,0.002032174,0.00001490994,0.000644912,0.00003612996,0.007343662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3792667,"threshold_uncertainty_score":0.9283082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560433890104137,"score_gpt":0.4193897246006256,"score_spread":0.3737853856995842,"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."}}