{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830579,0.0002356293,0.0001892154,0.0004668445,0.0002902081,0.0004877634,0.0002090536,0.0003731784,0.01055054],"category_scores_gemma":[0.0001722089,0.0000908024,0.0001487318,0.0001450411,0.0001819732,0.0002107249,0.0002205075,0.000366614,0.002233681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881383,"about_ca_system_score_gemma":0.0001080498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572814,"about_ca_topic_score_gemma":0.000258474,"domain_scores_codex":[0.999927,0.000008915898,0.000006045762,0.00002160714,0.00002283073,0.0000134681],"domain_scores_gemma":[0.9998864,0.00002559866,0.00001247158,0.00001670729,0.00002599072,0.00003280569],"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":[0.0008773396,0.00006225166,0.003797747,0.0003237791,0.00002217134,0.002345419,0.0001282633,0.00005348077,0.941369,0.002249164,0.02028695,0.02848446],"study_design_scores_gemma":[0.0001926677,0.0006988586,0.08787283,0.0000853983,0.00007642215,0.01728115,0.0003761049,0.001624292,0.683854,0.003806877,0.2040854,0.00004610431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171292,0.00904669,0.01298429,0.006647498,0.004733355,0.0001852273,0.005459014,0.001265028,0.04254979],"genre_scores_gemma":[0.9130974,0.002419514,0.005769316,0.001790633,0.001962642,0.0001665955,0.007763281,0.0002096005,0.06682091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055054,"threshold_uncertainty_score":0.03529501,"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."}}