{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003733569,0.0001805633,0.0007021476,0.0004111305,0.0000513484,0.000004633152,0.00009885929,0.0001427351,0.00002960032],"category_scores_gemma":[0.0001605256,0.0001640272,0.00006961503,0.0006481393,0.0001540916,0.00005648213,0.00008376298,0.0001695759,0.000008585632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553453,"about_ca_system_score_gemma":0.00009738512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079728,"about_ca_topic_score_gemma":0.000697141,"domain_scores_codex":[0.9979664,0.0003766558,0.0008145815,0.0003993429,0.0001695067,0.0002734824],"domain_scores_gemma":[0.9989267,0.00009990955,0.0002507874,0.0004012299,0.0002584683,0.0000629182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001543731,0.006719038,0.917277,0.0002320469,0.001959426,0.001576799,0.00922341,0.0000515332,0.0003380192,0.004784946,0.0004642999,0.05582977],"study_design_scores_gemma":[0.002419646,0.01374704,0.9753736,0.0001219803,0.000005123492,0.0001944488,0.004796582,0.00003337833,0.00003146478,0.0001512287,0.003025408,0.0001000553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992968,0.002757059,0.000001373724,0.003432359,0.00007197295,0.0005183705,0.00002205724,0.00003969575,0.0001891118],"genre_scores_gemma":[0.9852201,0.01411613,0.00001362302,0.0001469385,0.00001280863,0.00002596165,0.000104698,0.00002669881,0.0003329981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05809666,"threshold_uncertainty_score":0.6688833,"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."}}