{"id":"W3197195269","doi":"10.1177/10935266211039474","title":"A Quantitative Assessment of Mucosal Eosinophils in the Gastrointestinal Tract of Children Without Detectable Organic Disease","year":2021,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Eosinophil; Gastrointestinal tract; Gastroenterology; Ascending colon; Internal medicine; Gastrointestinal disease; Esophagus; Sigmoid colon; Duodenal bulb; Duodenum; Eosinophilic esophagitis; Cecum; Transverse colon; Descending colon; Diverticulosis; Ileum; Rectum; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003066518,0.0001458812,0.0003746618,0.000140586,0.00003876457,0.000005590199,0.00008094063,0.00004291741,0.00007894144],"category_scores_gemma":[0.0003530408,0.0001135753,0.00004667188,0.0004071035,0.0001435051,0.00005462028,0.00007909256,0.0002107327,0.00000299135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004374393,"about_ca_system_score_gemma":0.0007455532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001660119,"about_ca_topic_score_gemma":0.00001607142,"domain_scores_codex":[0.9986933,0.0001492901,0.0004205275,0.0002788402,0.000236281,0.0002217922],"domain_scores_gemma":[0.9992898,0.0002282872,0.0001504234,0.0001400607,0.00009803793,0.00009336261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008291437,0.0004548178,0.9908525,0.0001079686,0.00000811003,0.0007052866,0.0004326039,7.277667e-7,0.006994156,0.0001401988,0.00002159962,0.0001991677],"study_design_scores_gemma":[0.001444689,0.0004251371,0.992385,0.00004040063,0.0001199267,0.004050483,0.0005315584,0.00002412949,0.0006927829,0.0001935904,7.138552e-7,0.00009159733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973438,0.001306872,0.0003354432,0.0002433096,0.00002918972,0.0002864038,0.00003434483,0.00001004065,0.000410624],"genre_scores_gemma":[0.9750904,0.0001952631,0.02443212,0.0001425807,0.00004127344,0.00001623163,0.00004721888,0.00001302218,0.00002190999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02409668,"threshold_uncertainty_score":0.4631465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413010123604341,"score_gpt":0.2850278534268629,"score_spread":0.2708977521908195,"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."}}