{"id":"W2990835956","doi":"10.1007/s00455-019-10082-1","title":"Poor Correlation of Oral Swabs with Esophageal Eosinophil Counts","year":2019,"lang":"en","type":"article","venue":"Dysphagia","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Eosinophilic esophagitis; Eosinophil; Eosinophilia; Eosinophil cationic protein; Major basic protein; Gastroenterology; Internal medicine; Esophagus; Immunology; Disease; Asthma","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000098506,0.0001241331,0.0002641208,0.00007906362,0.00001895866,0.000006747867,0.00006918758,0.00009637207,0.00208712],"category_scores_gemma":[0.0000236487,0.0001018063,0.0000419524,0.0001902273,0.00007136849,0.00008736787,0.00001894382,0.0001550258,0.001672356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000456689,"about_ca_system_score_gemma":0.00009972196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003660883,"about_ca_topic_score_gemma":0.000002499648,"domain_scores_codex":[0.9990759,0.00001709169,0.0001998161,0.0001984342,0.0003332425,0.0001754854],"domain_scores_gemma":[0.999368,0.00003273701,0.00009826564,0.0002894454,0.0001280136,0.0000835711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001070595,0.0005421279,0.9345604,0.0005648796,0.0004831681,0.0004640695,0.0005588486,0.0001554432,0.007839849,0.0103586,0.02594987,0.01745213],"study_design_scores_gemma":[0.008286706,0.002354248,0.9554738,0.0004093983,0.0004405438,0.000589117,0.00006453974,0.003723786,0.01189483,0.0004528082,0.01583766,0.0004725041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273381,0.0007375662,0.0001805597,0.0004063334,0.0005575723,0.0005425705,0.00002302371,0.00009314372,0.07012116],"genre_scores_gemma":[0.9858979,0.000009333164,0.001158544,0.000399367,0.00006483977,0.000004778867,0.00005339314,0.00003013285,0.01238171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05855983,"threshold_uncertainty_score":0.999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006779452837843528,"score_gpt":0.2371348920471623,"score_spread":0.2303554392093188,"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."}}