{"id":"W4391593861","doi":"10.1126/scitranslmed.adi0944","title":"Type 2–polarized memory B cells hold allergen-specific IgE memory","year":2024,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Immunoglobulin E; Immunology; Allergen; CD23; Allergy; Antibody; Population; Biology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009897163,0.0001943391,0.0003023547,0.0004461926,0.0002304733,0.00004232592,0.0001620745,0.00007336555,0.002878394],"category_scores_gemma":[0.00007111474,0.0001444989,0.00007350276,0.001529559,0.0009244996,0.0003199977,0.00001402612,0.0003086786,0.0002878715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006956831,"about_ca_system_score_gemma":0.0005633833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003039131,"about_ca_topic_score_gemma":0.000006724273,"domain_scores_codex":[0.997272,0.00003323937,0.0004236001,0.0005491674,0.001376948,0.0003450085],"domain_scores_gemma":[0.9989185,0.0001437142,0.00004164206,0.0002753674,0.0003363598,0.0002844722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001920661,0.00007333556,0.00009842637,0.0001059769,0.00005352408,0.0002699066,0.003783815,0.0001626252,0.9551501,0.01297154,0.01220719,0.01493149],"study_design_scores_gemma":[0.02119954,0.003747967,0.1148265,0.00621253,0.0008777877,0.002760445,0.00580393,0.1833725,0.1067321,0.01930299,0.5319736,0.003190166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5397363,0.04048062,0.0334237,0.1193844,0.02086179,0.002827366,0.00006534475,0.001385857,0.2418347],"genre_scores_gemma":[0.991835,0.0007899131,0.001614734,0.0009592844,0.001099617,0.000005218457,0.0001102481,0.0000283484,0.003557625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.848418,"threshold_uncertainty_score":0.9980331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723347898939796,"score_gpt":0.2951978756007694,"score_spread":0.2579643966113714,"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."}}