{"id":"W4414050096","doi":"10.1093/dote/doaf061.048","title":"304. DUPILUMAB IMPROVES INFLAMMATORY AND FIBROSTENOTIC FEATURES OF EOSINOPHILIC ESOPHAGITIS ON ENDOSCOPY: POOLED ANALYSIS FROM EOE KIDS AND LIBERTY EOE TREET","year":2025,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dupilumab; Eosinophilic esophagitis; Placebo; Esophagus; Cohort; Pooled analysis; Randomized controlled trial","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":[0.005209758,0.00130978,0.004690819,0.0007871193,0.000256013,0.001306064,0.0006998379,0.001088335,0.003682978],"category_scores_gemma":[0.005731056,0.0006778851,0.01126493,0.0009198192,0.0004137117,0.0008626267,0.0007052647,0.001330004,0.0004225383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006950946,"about_ca_system_score_gemma":0.0008653191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839858,"about_ca_topic_score_gemma":0.005178332,"domain_scores_codex":[0.9968712,0.001874593,0.0003533645,0.0004283575,0.0002692132,0.0002032915],"domain_scores_gemma":[0.997681,0.0008104419,0.0007573517,0.0002002374,0.0003347964,0.0002160728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6446883,0.001038388,0.0173548,0.01914004,0.2557329,0.0001740871,0.00009781655,0.001382021,0.003384004,0.0001737668,0.004918846,0.05191504],"study_design_scores_gemma":[0.4120648,0.05204158,0.1116464,0.001970807,0.4112913,0.0005188627,0.0001602131,0.002035321,0.001572905,0.0004971314,0.006039347,0.0001613569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7482278,0.2267735,0.002163862,0.001144859,0.0008629024,0.002474557,0.01416824,0.0002008278,0.0039835],"genre_scores_gemma":[0.9788659,0.01302978,0.001017455,0.0008186022,0.0003420149,0.0007296755,0.004294709,0.00002143452,0.0008803384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005209758,"threshold_uncertainty_score":0.02755219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003423728677497777,"score_gpt":0.2298602095894209,"score_spread":0.2264364809119231,"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."}}