{"id":"W4409042941","doi":"10.1002/jha2.1109","title":"Lymphocytic Variant Hypereosinophilic Syndrome: Case Series From a Tertiary Referral Center in Canada","year":2025,"lang":"en","type":"article","venue":"eJHaem","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Dalhousie University; University of British Columbia","funders":"VGH and UBC Hospital Foundation","keywords":"Immunophenotyping; Phenotype; CD5; Flow cytometry; Eosinophilia; CD8; Hypereosinophilic syndrome; Immunology; Medicine; Pathology; Internal medicine; Biology; Antigen; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007708354,0.0002342813,0.0004925032,0.0001627893,0.00007739543,0.00002291955,0.0001249754,0.00009284564,0.0003886121],"category_scores_gemma":[0.00005140518,0.0002062787,0.00007110814,0.0003189992,0.0000736355,0.0001115979,0.00009061331,0.0002074409,0.00002363545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222795,"about_ca_system_score_gemma":0.002461932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8561252,"about_ca_topic_score_gemma":0.859192,"domain_scores_codex":[0.9985208,0.0000575157,0.0004027702,0.0004004506,0.0002166597,0.0004018112],"domain_scores_gemma":[0.9992285,0.00006215612,0.00004385386,0.0004886988,0.00003447004,0.0001423249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005295793,0.0005961313,0.4975167,0.0004726768,0.0004601748,0.4631059,0.001716375,0.00003527775,0.0004243141,0.0008379525,0.01974177,0.01456311],"study_design_scores_gemma":[0.01494835,0.0003822943,0.7843091,0.002147863,0.0003891601,0.1592089,0.007589894,0.001543214,0.0004082444,0.002724269,0.02525668,0.00109199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874523,0.001065229,0.000006787652,0.003665862,0.000543749,0.0003213831,0.00006927409,0.00004133945,0.006834114],"genre_scores_gemma":[0.9945197,0.00007036023,0.0001623579,0.002605701,0.00003089692,0.00003319144,0.00007085018,0.00002297719,0.002483939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.303897,"threshold_uncertainty_score":0.84118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009513727154250784,"score_gpt":0.2285621752898309,"score_spread":0.2190484481355801,"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."}}