{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002698018,0.0003055333,0.0005155042,0.001321277,0.0005851979,0.001345456,0.0005861354,0.0008677723,0.001131933],"category_scores_gemma":[0.01756906,0.0002487601,0.0002757078,0.002226274,0.00108707,0.0009427341,0.0004852814,0.0006270616,0.0004565733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005962677,"about_ca_system_score_gemma":0.0007160963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961292,"about_ca_topic_score_gemma":0.003596716,"domain_scores_codex":[0.9965838,0.001035646,0.0006681727,0.0003779899,0.0008187458,0.000515629],"domain_scores_gemma":[0.9803405,0.005466345,0.01090553,0.0006063623,0.001789468,0.0008917711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002634798,0.000005235514,0.998026,0.00001405046,0.000006397634,0.0005105232,0.00006951069,0.00001033645,0.00006630904,0.000007051243,0.00008298612,0.001175148],"study_design_scores_gemma":[0.000004982849,0.00007995454,0.98708,0.0001246667,0.000048282,0.009886749,0.001307589,0.0002286479,0.0003564345,0.00004369668,0.0008314817,0.000007474679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994257,0.002869654,0.0002113293,0.0004600305,0.00005009866,0.00001359982,0.000198613,0.000007837877,0.001931712],"genre_scores_gemma":[0.9989578,0.000518518,0.0001379898,0.0001424006,0.00005410053,0.000003739921,0.0001344701,0.000003907337,0.0000471731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003961292,"threshold_uncertainty_score":0.01426864,"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."}}