{"id":"W4246074392","doi":"10.1016/j.jaip.2019.11.024","title":"Eosinophilic Asthma","year":2019,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institutes of Health; Teva Pharmaceutical Industries; Novartis; Roche; Sanofi; Merck; GlaxoSmithKline; AstraZeneca","keywords":"Medicine; Asthma; Dermatology; Eosinophilic esophagitis; Eosinophilic; Pathology; Immunology; Disease","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":[0.001426179,0.00007897877,0.0003037354,0.00005838817,0.00003756702,0.000006106187,0.0001292161,0.0001501894,0.0001615223],"category_scores_gemma":[0.001363648,0.00004430884,0.00009703663,0.00008588396,0.0002517631,0.0001960232,0.00005694823,0.0008828628,0.00007498985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001303476,"about_ca_system_score_gemma":0.0001509167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007833775,"about_ca_topic_score_gemma":0.000004455643,"domain_scores_codex":[0.9984413,0.0006103429,0.0006070128,0.00008194661,0.0001275114,0.0001318701],"domain_scores_gemma":[0.9971948,0.001950296,0.0004341906,0.0001997806,0.0001514866,0.00006943381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1494675,0.01460169,0.3339116,0.00008089555,0.03494385,0.00474451,0.003133864,0.0001703501,0.0166744,0.01064751,0.006541297,0.4250825],"study_design_scores_gemma":[0.004923674,0.00536689,0.7875594,0.0001351655,0.0005397715,0.003705631,0.002894492,0.00002600822,0.0000644695,0.0002756385,0.1944096,0.00009926805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768879,0.009916566,0.000008070135,0.009372023,0.000474313,0.00007979144,2.329045e-7,0.00000397775,0.003257157],"genre_scores_gemma":[0.9767077,0.01870278,0.0001247553,0.003809463,0.0001804938,3.891683e-7,3.179835e-7,0.000008172815,0.0004659047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4536479,"threshold_uncertainty_score":0.3835649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889192816564623,"score_gpt":0.3505100631746466,"score_spread":0.3316181350090003,"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."}}