{"id":"W2117136637","doi":"10.1097/mpg.0b013e3182794466","title":"Clinical Features Distinguish Eosinophilic and Reflux‐induced Esophagitis","year":2012,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Kingston General Hospital","keywords":"Medicine; Eosinophilic esophagitis; GERD; McNemar's test; Dysphagia; Heartburn; Internal medicine; Esophagitis; Gastroenterology; High-power field; Logistic regression; Atopy; Esophagogastroduodenoscopy; Receiver operating characteristic; Regurgitation (circulation); Reflux; Disease; Asthma; Radiology; Endoscopy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008214877,0.0001689329,0.0005406341,0.0002746173,0.00008607015,0.00001691465,0.00006219222,0.0002297979,0.00002019135],"category_scores_gemma":[0.0004299091,0.0001455933,0.0001384342,0.0001019821,0.0001420326,0.0002356085,0.00004937257,0.0006659104,0.000002540277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003044721,"about_ca_system_score_gemma":0.00002546289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003174636,"about_ca_topic_score_gemma":0.00000179207,"domain_scores_codex":[0.9983295,0.0002033023,0.000713262,0.0001774052,0.0002105191,0.0003660169],"domain_scores_gemma":[0.9985906,0.0001764276,0.0004646064,0.0001226766,0.0002001686,0.0004455121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001086528,0.0006737333,0.9910388,0.0001400072,0.00007170981,0.0001609911,0.00008287845,1.307389e-8,0.0003356564,0.00003293222,0.004093724,0.002283026],"study_design_scores_gemma":[0.005058872,0.004532948,0.9797664,0.00005804554,0.0005643035,0.009409562,0.00004461857,0.00000127723,0.0000617843,0.0002279506,0.0002111887,0.00006311043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840891,0.01267841,0.00003112766,0.002150532,0.0007967465,0.0001721847,0.000008245323,0.00001577243,0.00005790062],"genre_scores_gemma":[0.9844893,0.005521874,0.001719362,0.0008047902,0.00741388,0.000004304619,0.000008028396,0.00001696944,0.00002148185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127246,"threshold_uncertainty_score":0.5937121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241305485699811,"score_gpt":0.3199926217905558,"score_spread":0.2958620732205747,"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."}}