{"id":"W2890163142","doi":"10.1016/j.iac.2018.06.003","title":"Airway Eosinophilopoietic and Autoimmune Mechanisms of Eosinophilia in Severe Asthma","year":2018,"lang":"en","type":"review","venue":"Immunology and Allergy Clinics of North America","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Boehringer Ingelheim; Teva Pharmaceutical Industries; Novartis; Roche; Sanofi; Merck; GlaxoSmithKline; AstraZeneca","keywords":"Eosinophilia; Medicine; Immunology; Asthma; Airway; Eosinophil; Autoantibody; Immune system; Eosinophilic; Pathology; Antibody","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001817288,0.0004928529,0.003068115,0.0003889175,0.00006729566,0.000004640704,0.0002421943,0.0005473033,0.00007709773],"category_scores_gemma":[0.0002046825,0.000395605,0.0003871083,0.0003812352,0.001618433,0.00005113715,0.0002711056,0.0005847844,0.00001612572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002222744,"about_ca_system_score_gemma":0.0005235692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002789568,"about_ca_topic_score_gemma":0.00001732955,"domain_scores_codex":[0.9971411,0.0002619805,0.001495518,0.000578475,0.0001722874,0.0003506544],"domain_scores_gemma":[0.9976679,0.000343875,0.001098747,0.000620751,0.0001474915,0.0001212486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000225061,0.0004067085,0.000321424,0.005411452,0.0007084595,0.00006368206,0.00006425293,7.719149e-7,0.00000247988,0.00009342501,0.00004517148,0.9926571],"study_design_scores_gemma":[0.001434542,0.004115992,0.01557539,0.007766053,0.0005204968,0.0001932137,0.0000641967,0.000008334694,0.000001994831,0.0002576268,0.9696065,0.0004557223],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007948189,0.9909142,0.00002131799,0.00005733515,0.0002409112,0.0004852041,0.00008596344,0.00002345129,0.0002234042],"genre_scores_gemma":[0.00464251,0.9943786,0.0004198029,0.0001322399,0.00005562443,0.00002952467,0.0001307495,0.00005186861,0.0001591404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922014,"threshold_uncertainty_score":0.9998496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911808314757384,"score_gpt":0.3008113343647918,"score_spread":0.281693251217218,"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."}}