{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002119604,0.0001062339,0.0006627229,0.0001489451,0.0000131504,0.000003262343,0.0001300764,0.00002695373,0.0001208446],"category_scores_gemma":[0.0004411811,0.00008295098,0.000107251,0.0001572359,0.0001541458,0.00004997493,0.00004295325,0.0002295129,0.00003322836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001021349,"about_ca_system_score_gemma":0.00007813932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002807654,"about_ca_topic_score_gemma":0.000001136595,"domain_scores_codex":[0.9985884,0.0002785283,0.0007082031,0.0001094474,0.0001692282,0.0001461479],"domain_scores_gemma":[0.9991357,0.00005717854,0.0003733531,0.00009850143,0.0001968409,0.0001384244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001681756,0.00141334,0.9241925,0.0005452872,0.0003962318,0.03262727,0.01194078,0.0000165467,0.003345659,0.001318429,0.01854534,0.003976809],"study_design_scores_gemma":[0.01396753,0.008790717,0.9491162,0.0007976536,0.0002527432,0.01033977,0.003055883,0.00003264469,0.003027165,0.000254501,0.01004927,0.0003158993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894044,0.0006475336,0.00002582379,0.004179442,0.0001224749,0.00009439087,0.000004112891,0.000005426674,0.005516382],"genre_scores_gemma":[0.9984595,0.00009196875,0.0002866912,0.001076249,0.0000330745,1.75083e-7,0.000002060982,0.00001843436,0.00003187803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02492368,"threshold_uncertainty_score":0.3382643,"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."}}