{"id":"W2804879585","doi":"10.1093/jcag/gwy022","title":"Diffuse Esophageal Narrowing in Eosinophilic Esophagitis: A Barium Contrast Study","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Eosinophilic esophagitis; Dysphagia; Medicine; Esophagus; Gastroenterology; Internal medicine; Barium; Esophageal disease; Radiology","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":[0.0005393891,0.0004532728,0.0004050528,0.0008159279,0.0003774214,0.0003583634,0.0002432124,0.0004938683,0.001483504],"category_scores_gemma":[0.001456476,0.000233338,0.0001288295,0.0005145672,0.0006153396,0.0003420607,0.0004105128,0.0003414903,0.0001912496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973078,"about_ca_system_score_gemma":0.0003167641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915236,"about_ca_topic_score_gemma":0.003956531,"domain_scores_codex":[0.9998023,0.00003973655,0.00002466322,0.00004347743,0.0000443133,0.00004556096],"domain_scores_gemma":[0.9993792,0.0001171599,0.0001202312,0.0000427457,0.0001169947,0.0002237185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001324757,0.000267633,0.9747068,0.00008234187,0.00006422039,0.009684131,0.0002840918,0.00003364707,0.008221777,0.00004301245,0.0001110437,0.00517649],"study_design_scores_gemma":[0.00004052951,0.00064218,0.9876161,0.000008652204,0.00003472738,0.0108551,0.0001376012,0.00005870406,0.0003365864,0.00001171464,0.0002542858,0.000003738212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987513,0.0006998261,0.00005322529,0.0000182937,0.000004041094,0.00001206887,0.00002382785,0.000002510737,0.0004349628],"genre_scores_gemma":[0.9995777,0.0001861461,0.00006633889,0.00002265398,0.00001241325,0.000003488366,0.00004996665,0.000001104191,0.00008018376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003915236,"threshold_uncertainty_score":0.007784903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008587588238132299,"score_gpt":0.242938456279796,"score_spread":0.2343508680416637,"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."}}