{"id":"W1560810288","doi":"10.1155/2009/258041","title":"The Impact of Misdiagnosing Celiac Disease at a Referral Centre","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Medical diagnosis; Tertiary referral centre; Disease; Pediatrics; Serology; Outpatient clinic; Surgery; Internal medicine; Radiology; Family medicine; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002298317,0.0001054543,0.000254852,0.0002181889,0.0001064816,0.00001763699,0.0001590349,0.00002500447,0.0001997134],"category_scores_gemma":[0.0002027548,0.00006725795,0.0003300886,0.00007309585,0.0001466549,0.0000565023,0.00001546298,0.0001755005,0.000006082556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311921,"about_ca_system_score_gemma":0.0008024687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008579039,"about_ca_topic_score_gemma":0.004897912,"domain_scores_codex":[0.9987436,0.00009221083,0.0003148168,0.00009346288,0.0001840351,0.0005719092],"domain_scores_gemma":[0.9974154,0.0000307866,0.0001654482,0.0002100407,0.0002016057,0.001976741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007589652,0.0001567727,0.8435951,0.00003278762,0.0003900775,0.003889292,0.000118173,0.000128259,0.000394063,0.0001444615,0.138043,0.005518322],"study_design_scores_gemma":[0.002019816,0.003219228,0.9798955,0.0001191907,0.0001323371,0.0003418832,0.00006057693,0.00005432132,0.00002441381,0.000134348,0.01395723,0.00004119749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807186,0.001445895,0.00001541898,0.01706642,0.0001085104,0.0001562409,0.00002766432,0.000002230404,0.0004590831],"genre_scores_gemma":[0.9987958,0.0002928272,0.00003052099,0.0004924039,0.0001318436,7.176879e-7,0.000007844083,0.000007736944,0.0002402745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1363003,"threshold_uncertainty_score":0.27427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473561832143116,"score_gpt":0.2916050447205236,"score_spread":0.2768694263990924,"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."}}