{"id":"W4408974076","doi":"10.1007/978-3-031-65292-9_13","title":"Hypereosinophilic Syndrome","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Hypereosinophilic syndrome; Medicine; Internal medicine; Eosinophilia","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007144278,0.0004452814,0.0009548552,0.0003682729,0.00006287592,0.00002359674,0.0001573573,0.000557285,0.01078343],"category_scores_gemma":[0.00002297479,0.0003705956,0.0003992042,0.00004428598,0.0001247452,0.0000332058,0.0001042689,0.0004783818,0.001233835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000766938,"about_ca_system_score_gemma":0.0002859425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001539656,"about_ca_topic_score_gemma":0.000006490431,"domain_scores_codex":[0.998409,0.000004613072,0.0004108587,0.0005277896,0.0003735798,0.0002741952],"domain_scores_gemma":[0.9988229,0.00004883143,0.00008340108,0.0007671214,0.0001037548,0.0001740306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004989681,0.0001229308,0.000138813,0.0008337391,0.0007745884,0.001880818,0.00002601413,1.281553e-7,0.00002772779,0.7650939,0.1994746,0.03157686],"study_design_scores_gemma":[0.0008166422,0.0004002542,0.0005518051,0.001109638,0.0005381719,0.00178475,0.000009353406,0.000005928689,0.000006988699,0.02893506,0.965381,0.0004604569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002974473,0.003351298,0.00001115939,0.002574752,0.0003211979,0.0005438062,0.0000287024,0.0002215531,0.9926501],"genre_scores_gemma":[0.006720262,0.0007923829,0.0003565526,0.002406477,0.0000757438,0.00001061383,0.0001394294,0.00006982662,0.9894287],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7659063,"threshold_uncertainty_score":0.9998746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457817498483384,"score_gpt":0.2409160190561018,"score_spread":0.2263378440712679,"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."}}