{"id":"W4404917881","doi":"10.1097/mcg.0000000000002105","title":"Medical and Demographic Characteristics of Patients With Eosinophilic Esophagitis and Celiac Disease","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Eosinophilic esophagitis; Incidence (geometry); Internal medicine; Disease; Population; Cohort; Retrospective cohort study; Medical record; Pediatrics","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":[0.0008585055,0.0001830789,0.001013204,0.0002555309,0.00002265464,0.00001790314,0.0001126964,0.0001693156,0.00008737051],"category_scores_gemma":[0.001143855,0.0001259588,0.0001970362,0.0001120657,0.0009170246,0.0001104831,0.00008758152,0.0007903334,0.000001413325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001080571,"about_ca_system_score_gemma":0.0001788046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001566594,"about_ca_topic_score_gemma":0.000002694285,"domain_scores_codex":[0.9971468,0.0001988125,0.001539975,0.0002719023,0.000582283,0.0002601604],"domain_scores_gemma":[0.9975891,0.0005134593,0.0004752986,0.0001824884,0.0003077504,0.0009318837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00363923,0.0004550118,0.9746712,0.0003035088,0.0003139331,0.001748209,0.000023086,8.089927e-8,0.000005189734,0.00004591161,0.0001907126,0.01860388],"study_design_scores_gemma":[0.004220981,0.007220537,0.9855549,0.0007705411,0.0005652324,0.0009238257,0.000004911784,0.00008844998,0.000001940617,0.0001745491,0.0004197405,0.00005444016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914529,0.002528566,0.0001748556,0.00510631,0.0005184547,0.0001486843,0.00004683571,0.0000127371,0.00001060413],"genre_scores_gemma":[0.9951485,0.002103301,0.0006194205,0.001579573,0.0004960326,0.000001830115,0.00001064515,0.00002686062,0.00001377039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854944,"threshold_uncertainty_score":0.5136449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128539287873058,"score_gpt":0.3072335044644464,"score_spread":0.2959481115857158,"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."}}