{"id":"W4390166016","doi":"10.1016/j.cgh.2023.12.017","title":"Eosinophilic Esophagitis: Seeing Only the Tip of the Iceberg","year":2023,"lang":"en","type":"letter","venue":"Clinical Gastroenterology and Hepatology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Eosinophilic esophagitis; Medicine; Iceberg; Dermatology; Internal medicine; Oceanography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744616,0.0007567544,0.001075916,0.0006577514,0.005042913,0.004203661,0.001176079,0.04495597,0.007720561],"category_scores_gemma":[0.0116273,0.0005942443,0.000853942,0.0005998657,0.002735732,0.006034074,0.001545684,0.03212571,0.004072808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003756818,"about_ca_system_score_gemma":0.003350766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006109691,"about_ca_topic_score_gemma":0.008571592,"domain_scores_codex":[0.9978197,0.001015613,0.0001851776,0.0002169434,0.0004143407,0.0003482792],"domain_scores_gemma":[0.9965269,0.001251718,0.0002286875,0.0001087787,0.0005670903,0.001316744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001425931,0.0001108147,0.00265659,0.00007687981,0.0000273359,0.03304742,0.0003079128,0.0001101355,0.0002928663,0.004080874,0.9499931,0.009153461],"study_design_scores_gemma":[0.0005102693,0.0003170974,0.006444902,0.001262278,0.00008682427,0.07993998,0.003646181,0.001965692,0.0003204287,0.03081757,0.874512,0.000176769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001012699,0.002532061,0.0000611714,0.9790968,0.01155378,0.000008301561,0.00001689795,0.00001304401,0.005705166],"genre_scores_gemma":[0.02034451,0.004214599,0.0004146943,0.8702436,0.09286486,0.00002950318,0.0000266626,0.00003458181,0.01182697],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04495597,"threshold_uncertainty_score":0.0272578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387210242173646,"score_gpt":0.3263494714844883,"score_spread":0.2824773690627519,"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."}}