{"id":"W2027912386","doi":"10.1038/ajg.2015.87","title":"Evaluation of the ESPGHAN Celiac Guidelines in a North American Pediatric Population","year":2015,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Tissue transglutaminase; Internal medicine; Hepatology; Gastroenterology; Pediatric gastroenterology; Serology; Population; Cohort; 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":[0.0007278232,0.0003170877,0.0002088256,0.0008352968,0.0003098572,0.0004873375,0.0002601155,0.000326583,0.001683395],"category_scores_gemma":[0.00267472,0.0001251411,0.0001590304,0.0009496007,0.0002832143,0.0004694206,0.0003478437,0.0003186727,0.0002832178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115022,"about_ca_system_score_gemma":0.0004654371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864979,"about_ca_topic_score_gemma":0.004683169,"domain_scores_codex":[0.9994754,0.0001316705,0.00007365044,0.00008898694,0.0001456668,0.00008461994],"domain_scores_gemma":[0.998626,0.0002392339,0.0006366436,0.00004201532,0.0002777005,0.0001783312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001303014,0.000006587658,0.9985177,0.000004230931,0.000004757563,0.0002263316,0.00003556729,0.00001463237,0.00004389237,0.00000730702,0.0000969557,0.001028958],"study_design_scores_gemma":[0.000004230458,0.00006544303,0.9955537,0.00001310332,0.00001040461,0.003271197,0.0003667167,0.0001328739,0.00007174157,0.00001229759,0.000496612,0.000001746008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983982,0.0004133163,0.00005378962,0.00006676572,0.000005181505,0.000006145929,0.0001833233,0.000004393068,0.0008688642],"genre_scores_gemma":[0.9991115,0.0002351864,0.0001049995,0.00004278881,0.00001298246,0.000008907725,0.0003788765,0.000001980343,0.0001027618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003864979,"threshold_uncertainty_score":0.007684946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05478658644415289,"score_gpt":0.3679242609344021,"score_spread":0.3131376744902492,"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."}}