{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009745023,0.000615532,0.0009784899,0.002100616,0.00292987,0.003624941,0.001887297,0.002395836,0.004326803],"category_scores_gemma":[0.09621399,0.0006285866,0.0008791789,0.00299099,0.002040091,0.002051042,0.002096503,0.002655015,0.0009150186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005360944,"about_ca_system_score_gemma":0.003450651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05153107,"about_ca_topic_score_gemma":0.05312689,"domain_scores_codex":[0.965075,0.01830945,0.002794187,0.002711309,0.008065209,0.003044839],"domain_scores_gemma":[0.8907654,0.0456628,0.03358947,0.005768398,0.01254692,0.01166703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003458975,0.00009473605,0.9680738,0.0001485177,0.00008084509,0.005309568,0.001217745,0.0002067409,0.0002815492,0.0001964864,0.002448006,0.02159609],"study_design_scores_gemma":[0.00002962062,0.0003975505,0.9567565,0.0006163507,0.0001807716,0.02824811,0.008120459,0.00119252,0.000318791,0.0003292985,0.003730057,0.00007995859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732183,0.007963005,0.0004259725,0.01205262,0.0006995442,0.00006677771,0.0002129855,0.00006608116,0.005294756],"genre_scores_gemma":[0.9958884,0.001114661,0.0005025955,0.001818449,0.0003151535,0.000008836061,0.00008513021,0.00001988842,0.0002468625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05153107,"threshold_uncertainty_score":0.1024623,"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."}}