{"id":"W2970450645","doi":"10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a2915","title":"Increased B-Cells in the Airways of Patients with Severe Eosinophilic Asthma: A Local Auto-Inflammatory Process","year":2019,"lang":"en","type":"article","venue":"","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Eosinophilic; Medicine; Asthma; Process (computing); Immunology; Pathology; Computer science","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":[0.0002227649,0.000262898,0.0004083782,0.0007700848,0.0003460246,0.0003976162,0.0001548757,0.0005347237,0.002259274],"category_scores_gemma":[0.000821768,0.0001533281,0.00014831,0.0003651429,0.0003494612,0.00036509,0.0002413989,0.0003872092,0.0002949931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007729633,"about_ca_system_score_gemma":0.00007780371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002549,"about_ca_topic_score_gemma":0.0002770957,"domain_scores_codex":[0.9998129,0.00005536476,0.00002308188,0.00003147947,0.00004004856,0.00003710101],"domain_scores_gemma":[0.999612,0.0001062276,0.0001170859,0.00002751091,0.00004548092,0.00009155099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001284723,0.0001119969,0.9465939,0.0001693178,0.00008569992,0.0100276,0.0004661657,0.00006644664,0.02973486,0.00007617099,0.000254906,0.01112814],"study_design_scores_gemma":[0.00002902346,0.0004453336,0.9784937,0.00002185224,0.00006540707,0.0184787,0.0005022532,0.000112931,0.001286088,0.00005900724,0.0005000934,0.000005579902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975861,0.001446057,0.0001056464,0.00006761059,0.000008456939,0.000005740179,0.00003647889,0.000009374487,0.0007345579],"genre_scores_gemma":[0.9995454,0.0001984143,0.00004496182,0.00004317743,0.00003520341,0.000002789383,0.00004309679,0.000001669907,0.00008528537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002259274,"threshold_uncertainty_score":0.007558048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003842312332386078,"score_gpt":0.2055865167589304,"score_spread":0.2017442044265444,"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."}}