{"id":"W4292730944","doi":"10.14740/gr1535","title":"Transnasal Endoscopy for Children and Adolescents With Eosinophilic Esophagitis: A Single-Center Experience","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eosinophilic esophagitis; Interquartile range; Endoscopy; Exact test; Esophagitis; Esophagogastroduodenoscopy; Sedation; Surgery; Single Center; Internal medicine; Reflux","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":[0.0008408312,0.0004249713,0.0004702669,0.0006537436,0.0005837267,0.0005624351,0.0003686972,0.0004445608,0.001197307],"category_scores_gemma":[0.002622019,0.0003230621,0.0005415608,0.0007944113,0.0004588952,0.0007624348,0.0008720119,0.0006911238,0.0003126865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000559396,"about_ca_system_score_gemma":0.0007964901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292086,"about_ca_topic_score_gemma":0.004924148,"domain_scores_codex":[0.9992722,0.0001536575,0.0001429463,0.0001195308,0.0001702236,0.0001414336],"domain_scores_gemma":[0.9985217,0.0003101634,0.0004405297,0.00007495732,0.000113753,0.0005387655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001573837,0.0003685065,0.9276145,0.000179938,0.00008808907,0.03445281,0.002497487,0.0001279974,0.00163861,0.00009406958,0.000971491,0.03180922],"study_design_scores_gemma":[0.00006764482,0.002346969,0.7470076,0.0002182109,0.0001015902,0.2386822,0.005967158,0.0003031226,0.0008242193,0.00007610314,0.004360796,0.00004435655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971212,0.00157398,0.0003450169,0.0001273597,0.00002317395,0.00005200086,0.00008021335,0.00001055697,0.0006665893],"genre_scores_gemma":[0.9966545,0.00174851,0.001063846,0.000151141,0.00004440262,0.00003265188,0.000139955,0.00001037443,0.0001545204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292086,"threshold_uncertainty_score":0.004446805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03563859320704066,"score_gpt":0.3241679997188178,"score_spread":0.2885294065117771,"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."}}