{"id":"W3014249248","doi":"10.1053/j.gastro.2020.03.069","title":"Spotlight: Treatment of Eosinophilic Esophagitis (EoE)","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Cancer Institute","keywords":"Eosinophilic esophagitis; Medicine; Dermatology; Gastroenterology; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003762541,0.0002489426,0.0007230231,0.0001093523,0.000030917,0.00000500744,0.0001235886,0.0001102601,0.0005222436],"category_scores_gemma":[0.00004434839,0.0002203635,0.0002232701,0.0001483313,0.0002213932,0.00004985938,0.00004952159,0.0001101439,0.0001622576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000811374,"about_ca_system_score_gemma":0.00004709401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000322824,"about_ca_topic_score_gemma":0.0000102639,"domain_scores_codex":[0.9983949,0.00006947534,0.00045831,0.0004291871,0.0001990102,0.000449105],"domain_scores_gemma":[0.9990119,0.0000324227,0.0001423222,0.0003730865,0.00008443512,0.0003557811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00274297,0.001079262,0.9511291,0.0001553683,0.0004930075,0.001371482,0.001554472,0.00001151715,0.02993114,0.0003228799,0.002312888,0.008895886],"study_design_scores_gemma":[0.01615506,0.04557642,0.8836954,0.00007260398,0.0006274161,0.002190368,0.0001168546,0.000297112,0.04092096,0.0001936635,0.009910936,0.0002431969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790992,0.0007940856,0.0001648558,0.01829302,0.0001665008,0.0004135095,0.00005018447,0.0001205168,0.0008981461],"genre_scores_gemma":[0.9938591,0.0001556274,0.001181621,0.004142924,0.0004029223,0.00002848032,0.00004974464,0.00004128553,0.0001383302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06743371,"threshold_uncertainty_score":0.8986161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941676714808287,"score_gpt":0.2603926352758539,"score_spread":0.2309758681277711,"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."}}