{"id":"W2910222689","doi":"10.7892/boris.75628","title":"Symptoms Have Modest Accuracy in Detecting Endoscopic and Histologic Remission in Adults With Eosinophilic Esophagitis.","year":2016,"lang":"en","type":"article","venue":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Regeneron Pharmaceuticals; AstraZeneca; University of California, San Diego; Dr. Falk Pharma; Biogen; Abbott Laboratories; McMaster University; Pfizer; National Science Foundation","keywords":"Eosinophilic esophagitis; Medicine; Gastroenterology; Internal medicine; Esophagitis; Dermatology; Disease; Reflux","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006102474,0.0008249175,0.0009139155,0.001269092,0.0003589458,0.001483643,0.0008262506,0.001531462,0.0009632784],"category_scores_gemma":[0.02400333,0.0004490763,0.001048757,0.000852496,0.0009796283,0.001529531,0.001125474,0.0009593313,0.0007459683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199007,"about_ca_system_score_gemma":0.0002704557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676836,"about_ca_topic_score_gemma":0.003050705,"domain_scores_codex":[0.9957389,0.001581011,0.0007214579,0.0008127416,0.0007962662,0.0003497019],"domain_scores_gemma":[0.9765589,0.009344633,0.009864517,0.001027117,0.00176481,0.00143995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001414114,0.00001059836,0.9982715,0.00001213184,0.00002994671,0.0000169006,0.00001472503,0.00003134479,0.00007559568,0.000004626479,0.00004206514,0.001349275],"study_design_scores_gemma":[0.00001673168,0.0002133716,0.9982033,0.00001603206,0.000053183,0.0003243515,0.00007547101,0.0008379708,0.00009927708,0.0000331455,0.0001222639,0.000005013546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936563,0.003211853,0.0007732342,0.0002208854,0.00005629367,0.00004337445,0.0005565393,0.0000396422,0.001441815],"genre_scores_gemma":[0.9985273,0.0002187151,0.0004943886,0.00008302178,0.00005073452,0.00001373021,0.0005162572,0.000004580687,0.00009124718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006102474,"threshold_uncertainty_score":0.03227335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00624779598276229,"score_gpt":0.1862455576842314,"score_spread":0.1799977617014691,"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."}}