{"id":"W4322631786","doi":"10.1016/j.anai.2023.02.022","title":"Hypereosinophilic syndrome in Europe: Retrospective study of treatment patterns, clinical manifestations, and healthcare resource utilization","year":2023,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"Cincinnati Children's Hospital Medical Center; Teva Pharmaceutical Industries","keywords":"Medicine; Interquartile range; Retrospective cohort study; Medical record; Health care; Asthma; Depression (economics); Pediatrics; Internal medicine","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":[0.001294597,0.0002596044,0.0005018985,0.001990798,0.0003363377,0.0009130216,0.0003770482,0.000520309,0.001057204],"category_scores_gemma":[0.002412672,0.0002194398,0.0006067878,0.00289867,0.0003124782,0.0006020491,0.0006133377,0.0003005865,0.0001945006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000650042,"about_ca_system_score_gemma":0.0005656533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007484498,"about_ca_topic_score_gemma":0.005137434,"domain_scores_codex":[0.9986631,0.0003574148,0.0003103437,0.0003440384,0.0001758883,0.0001492287],"domain_scores_gemma":[0.9969652,0.0004513191,0.00191357,0.000163904,0.0002435506,0.0002625175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004204628,0.00001419629,0.9989247,0.00001247552,0.00005532823,0.00006320605,0.00003275961,0.00002938287,0.00003026119,0.000009596019,0.0001150703,0.0006710217],"study_design_scores_gemma":[0.000009529993,0.00004627952,0.998764,0.00002354251,0.00003478853,0.0004525834,0.0001811426,0.0001053037,0.00003009298,0.000009171358,0.0003401665,0.000003491008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972088,0.0007781096,0.00007799245,0.00004157499,0.000003827791,0.00001361046,0.001398404,0.000005135812,0.0004725623],"genre_scores_gemma":[0.9977671,0.0004255783,0.0001036174,0.00007667301,0.00001243005,0.00002207031,0.00154032,0.000002543733,0.00004964617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007484498,"threshold_uncertainty_score":0.01488185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058946425527022,"score_gpt":0.3801844421008149,"score_spread":0.2742897995481127,"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."}}