{"id":"W2234255615","doi":"10.1038/ajg.2015.242","title":"Should ESPGHAN Guidelines for Serologic Diagnosis of Celiac Disease be Used in Adults? A Prospective Analysis in an Adult Patient Cohort With High Pretest Probability","year":2015,"lang":"en","type":"letter","venue":"The American Journal of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Serology; Prospective cohort study; Cohort; Pediatrics; Disease; Cohort study; Internal medicine; Immunology; Antibody","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":[0.001590068,0.0001969368,0.0004067386,0.0007436838,0.0006075884,0.001013851,0.0004358923,0.001819676,0.001994777],"category_scores_gemma":[0.01200608,0.0001777199,0.0003903368,0.001510965,0.0003470929,0.0008329835,0.000256075,0.001351243,0.0004996998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006789488,"about_ca_system_score_gemma":0.0008313661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004826738,"about_ca_topic_score_gemma":0.007040269,"domain_scores_codex":[0.9984753,0.0005986533,0.0002439362,0.0001709338,0.0003001157,0.0002112103],"domain_scores_gemma":[0.9951434,0.001667627,0.001420473,0.0003150391,0.0008998849,0.0005535374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085994,0.00005052173,0.9925327,0.00001200128,0.0000288049,0.0005098652,0.00007489599,0.0000180973,0.00006478246,0.00006803715,0.002281014,0.004250753],"study_design_scores_gemma":[0.0001059396,0.0001754,0.9906399,0.0001400988,0.00008701325,0.002626469,0.0009808512,0.000516273,0.00009175822,0.0004528607,0.004168154,0.00001529336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9607399,0.002995476,0.0003193639,0.0288026,0.0005514526,0.00005938531,0.001051482,0.00001454274,0.005465872],"genre_scores_gemma":[0.985481,0.001189105,0.0006351363,0.0107706,0.0005734234,0.00006479381,0.000739535,0.000007525318,0.0005389532],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004826738,"threshold_uncertainty_score":0.009597242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373382265902058,"score_gpt":0.330107738287327,"score_spread":0.2863739156283064,"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."}}