{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629002,0.0002395461,0.0002979727,0.0004632308,0.0005675951,0.0004396751,0.0001629327,0.0004230631,0.02301018],"category_scores_gemma":[0.0005183704,0.00007304842,0.0002786588,0.0003376443,0.000153371,0.0002314325,0.0003862618,0.000628539,0.005776707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886253,"about_ca_system_score_gemma":0.000257897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006534128,"about_ca_topic_score_gemma":0.001251955,"domain_scores_codex":[0.9997688,0.00003571158,0.00001969014,0.00002957256,0.0000552122,0.00009107615],"domain_scores_gemma":[0.999832,0.00002228251,0.00003454107,0.00001927438,0.00003592159,0.00005590392],"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":[0.001203116,0.0008932232,0.3464194,0.001021268,0.0002198978,0.05556,0.0004489971,0.00009735824,0.01418216,0.005399282,0.1361581,0.4383972],"study_design_scores_gemma":[0.0002277819,0.0007799682,0.4490593,0.0006900103,0.0001788878,0.09938252,0.0004080379,0.0001690001,0.002245363,0.001139233,0.4456978,0.0000219851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4100165,0.083047,0.001851953,0.01217048,0.003212311,0.0005461972,0.002227635,0.0003861173,0.4865418],"genre_scores_gemma":[0.841665,0.02324414,0.001061448,0.005589954,0.002884067,0.0001550851,0.002193482,0.0000430499,0.1231637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02301018,"threshold_uncertainty_score":0.07697666,"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."}}