{"id":"W2907200011","doi":"10.1101/510743","title":"BCR analysis of single-sorted, putative IgE <sup>+</sup> memory B cells in food allergy: <i>an ephemeral existence?</i>","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Immunoglobulin E; Immunology; Flow cytometry; Allergy; Biology; Immunophenotyping; Disease; Atopy; Antibody; Medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004776931,0.0001807127,0.0002386523,0.0003789434,0.0002613477,0.0004047328,0.000295205,0.0007010725,0.004179894],"category_scores_gemma":[0.0004687211,0.0001385808,0.0002285501,0.0001194169,0.0001651001,0.0002172401,0.0001884085,0.0005284675,0.001053668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000270659,"about_ca_system_score_gemma":0.000132616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002338879,"about_ca_topic_score_gemma":0.0003561022,"domain_scores_codex":[0.999831,0.00003085085,0.00002064373,0.00003491109,0.00005976859,0.00002287089],"domain_scores_gemma":[0.9997473,0.00007288327,0.00003399642,0.00001519479,0.00009590371,0.00003470343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003093152,0.00004726687,0.002097104,0.0002823406,0.00001100727,0.0003571487,0.00004364522,0.00005044763,0.9843975,0.0002757416,0.0059677,0.006160795],"study_design_scores_gemma":[0.000135124,0.001506462,0.07218137,0.0001845239,0.0001279282,0.005572759,0.0002658787,0.003883103,0.8574681,0.001005751,0.0576267,0.00004222193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466681,0.010334,0.01970509,0.00726375,0.003016385,0.0004272205,0.003273329,0.0005951595,0.008716832],"genre_scores_gemma":[0.9667516,0.003188356,0.01019682,0.003972469,0.0008145884,0.0002813062,0.001780768,0.0001443577,0.01286977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004179894,"threshold_uncertainty_score":0.01398313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840132599231141,"score_gpt":0.2590990074210847,"score_spread":0.2306976814287733,"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."}}