{"id":"W3006588926","doi":"10.1097/mpg.0000000000002659","title":"A North American Serologic‐based Celiac Disease Diagnosis","year":2020,"lang":"en","type":"letter","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Enteropathy; Serology; Tissue transglutaminase; Cohort; Disease; Internal medicine; Retrospective cohort study; Pediatrics; Antibody; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003375005,0.00103998,0.001041858,0.001812237,0.001635188,0.003424622,0.002179224,0.007131564,0.005686797],"category_scores_gemma":[0.02019275,0.0007652179,0.0007356998,0.001102504,0.001349343,0.002990787,0.001216767,0.01122935,0.002921255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210803,"about_ca_system_score_gemma":0.002092235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004205931,"about_ca_topic_score_gemma":0.007418991,"domain_scores_codex":[0.997248,0.0005639576,0.0005097693,0.00062086,0.0008259015,0.0002314897],"domain_scores_gemma":[0.9885698,0.004323812,0.001123294,0.0002771238,0.004042583,0.001663312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004946161,0.00002334023,0.002084446,0.0001497197,0.00002983115,0.0009706244,0.00004957443,0.00003313296,0.00007078511,0.0003626329,0.9851564,0.01102001],"study_design_scores_gemma":[0.0001377276,0.00007101072,0.01154946,0.002103523,0.0002155804,0.007889603,0.0005203358,0.0009110057,0.0004085251,0.002067922,0.9740391,0.00008618486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.002031749,0.008791157,0.0004152949,0.4700921,0.5150178,0.0000221862,0.000407701,0.00008500962,0.003136967],"genre_scores_gemma":[0.01823907,0.008245138,0.000435629,0.3139623,0.6547289,0.00002446739,0.0003203518,0.00006355485,0.003980646],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9957941,"threshold_uncertainty_score":0.01902419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166669780948817,"score_gpt":0.2607763169233341,"score_spread":0.2441093388284525,"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."}}