{"id":"W4318034613","doi":"10.1101/2023.01.25.525495","title":"A Distinct Phenotype of Polarized Memory B cell holds IgE Memory","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Food Allergy Canada; McMaster University; Fred Hutchinson Cancer Research Center","keywords":"Immunoglobulin E; Immunology; CD23; Allergen; Population; Allergy; Antibody; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0007181555,0.000626492,0.001223717,0.0004181342,0.0001294497,0.00006922376,0.0003448385,0.0007792825,0.0001615616],"category_scores_gemma":[0.0004438122,0.0006406264,0.0003388233,0.0006175233,0.0001901868,0.00008935881,0.0004627595,0.000920102,0.0001857608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386305,"about_ca_system_score_gemma":0.001022915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003484334,"about_ca_topic_score_gemma":0.000007563941,"domain_scores_codex":[0.9965651,0.0001693522,0.0009499987,0.001011514,0.0007432429,0.0005607763],"domain_scores_gemma":[0.996316,0.0001223147,0.0007262246,0.001601045,0.0008684375,0.0003659815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003994942,0.0004661529,0.006330988,0.002468931,0.0004131949,0.0005779763,0.00008651825,0.00003802242,0.9876213,0.0002195127,0.001373527,0.000004354888],"study_design_scores_gemma":[0.006052602,0.0005277881,0.6147144,0.002753664,0.001374363,1.896407e-7,0.00005259937,0.002954178,0.3675001,0.00001374101,0.001983738,0.002072557],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914999,0.001111472,0.002220944,0.0003930935,0.002050835,0.00132109,0.0003534778,0.0007286181,0.0003205596],"genre_scores_gemma":[0.995122,0.0003222313,0.003080205,0.000216152,0.0007586029,0.00006446716,0.00000609951,0.0002649881,0.0001653192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6201212,"threshold_uncertainty_score":0.9996045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095007749616851,"score_gpt":0.231332106419546,"score_spread":0.2103820289233775,"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."}}