{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004312607,0.0001360169,0.0002527782,0.0009204149,0.0003555672,0.0003902376,0.0002207362,0.0003268029,0.002216836],"category_scores_gemma":[0.002191772,0.0001494962,0.0002585496,0.00119794,0.0001789413,0.0004637042,0.000306044,0.000429581,0.0002519339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343567,"about_ca_system_score_gemma":0.0003652951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690233,"about_ca_topic_score_gemma":0.003855288,"domain_scores_codex":[0.9996527,0.00005872127,0.00006232656,0.00008554984,0.00007362039,0.00006697328],"domain_scores_gemma":[0.9988711,0.0001922295,0.0005431836,0.00006056552,0.0001253434,0.0002074028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000212607,0.00001030762,0.999663,0.000002535673,0.000006014066,0.00003319172,0.00001480344,0.00001135839,0.00002713912,0.000004675726,0.00005301509,0.0001526859],"study_design_scores_gemma":[0.000003793685,0.00004017455,0.9993626,0.00000331489,0.000005560685,0.000304565,0.00009548605,0.0000490941,0.00001334229,0.000007288966,0.0001131782,0.000001479295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975439,0.0001309332,0.00004384036,0.00005000957,0.000006383606,0.00001565642,0.001625053,0.000002651075,0.0005815101],"genre_scores_gemma":[0.9981901,0.00006396419,0.0000836651,0.00003684149,0.000009584765,0.00002581576,0.001464942,0.000001010838,0.0001240332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003690233,"threshold_uncertainty_score":0.00741607,"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."}}