{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001184688,0.0004328999,0.0008436238,0.0004631287,0.0002209586,0.00001513696,0.0002784896,0.0002729755,0.000009217791],"category_scores_gemma":[0.0002799769,0.0003864023,0.0001499233,0.0004001032,0.0006555457,0.0008069159,0.0003255385,0.00036737,0.000007845818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011556,"about_ca_system_score_gemma":0.0001795537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004597863,"about_ca_topic_score_gemma":0.001492942,"domain_scores_codex":[0.9973572,0.00008998754,0.0005042102,0.0009608289,0.0004914133,0.0005963073],"domain_scores_gemma":[0.9979182,0.0003919924,0.0004145656,0.0006220115,0.0002333066,0.0004199563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001232756,0.0001666228,0.965089,0.0003034236,0.00003755085,0.003959524,0.001014852,0.00001641994,0.001948054,0.00001305402,0.000006607359,0.02621218],"study_design_scores_gemma":[0.006791704,0.001004466,0.9861234,0.001845417,0.00007804903,0.001601447,0.0002291196,0.0003973186,0.001417335,0.00004309091,0.00008849472,0.0003801775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944798,0.001670541,0.00002310306,0.0002285036,0.0001006734,0.000705897,0.00004393926,0.00009766464,0.002649883],"genre_scores_gemma":[0.9985822,0.0002949732,0.0001195361,0.00003345157,0.00007069718,0.000003719455,0.00002259019,0.00004767587,0.0008251246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.025832,"threshold_uncertainty_score":0.9998588,"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."}}