{"id":"W3023296941","doi":"10.1111/ejh.13437","title":"Causes of hypereosinophilia in 100 consecutive patients","year":2020,"lang":"en","type":"article","venue":"European Journal Of Haematology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Hypereosinophilia; Eosinophilia; Medicine; Granulomatosis with polyangiitis; Hypereosinophilic syndrome; Context (archaeology); Eosinophilic; Vasculitis; Dermatology; Pathology; Immunology; Internal medicine; Gastroenterology; 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":[0.0003255621,0.0004123236,0.0003912012,0.000981271,0.000630293,0.0006300191,0.0003622136,0.0006726303,0.002534783],"category_scores_gemma":[0.00207865,0.0004844726,0.0002480988,0.0008305949,0.0005541124,0.000562874,0.0005610109,0.0004845361,0.0003231729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005056867,"about_ca_system_score_gemma":0.0003885219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001444085,"about_ca_topic_score_gemma":0.002428288,"domain_scores_codex":[0.9995021,0.00007187083,0.00007040614,0.00012073,0.0001137321,0.0001210851],"domain_scores_gemma":[0.9988828,0.0003154085,0.0004229765,0.00005582465,0.00008593596,0.0002370255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006457017,0.00004681269,0.9834158,0.00001857667,0.00001616599,0.01346808,0.0002229661,0.00004878532,0.0004062135,0.00002147333,0.0001905141,0.002079957],"study_design_scores_gemma":[0.00004372973,0.0002934144,0.9103063,0.00002763007,0.00003502741,0.08701409,0.0005719901,0.000390963,0.0005171621,0.00004363795,0.0007434674,0.00001266863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987705,0.0003566655,0.00008598541,0.00003666864,0.000006853096,0.00002417559,0.00007998488,0.00000900893,0.0006301206],"genre_scores_gemma":[0.9994759,0.0001238661,0.0000996185,0.00005275926,0.00001918812,0.00001312915,0.0001203923,0.000003180228,0.00009201053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002534783,"threshold_uncertainty_score":0.008479655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915228858587913,"score_gpt":0.2550555463843551,"score_spread":0.225903257798476,"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."}}