{"id":"W2930143113","doi":"10.1016/j.jaci.2019.04.001","title":"Human BCR analysis of single-sorted, putative IgE+ memory B cells in food allergy","year":2019,"lang":"en","type":"letter","venue":"Journal of Allergy and Clinical Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Immunoglobulin E; Atopic dermatitis; Immunology; Food allergy; Allergy; Population; Atopy; Medicine; Biology; Antibody","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007374912,0.0003649289,0.002821939,0.0009312364,0.00004546682,0.00001636321,0.0002475341,0.001854316,0.0003552574],"category_scores_gemma":[0.0002515828,0.0003022902,0.001007432,0.0004671058,0.0004887833,0.00009996398,0.0001017741,0.002912388,0.000007196608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007895652,"about_ca_system_score_gemma":0.0002558317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006412851,"about_ca_topic_score_gemma":0.0002784647,"domain_scores_codex":[0.9951339,0.0007007492,0.002959685,0.000420453,0.0004208478,0.0003643004],"domain_scores_gemma":[0.995393,0.0009403445,0.002569169,0.0004002703,0.0006187248,0.00007845035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007757538,0.00950058,0.004522937,0.0005306451,0.5748556,0.01731409,0.005034833,0.002636908,0.01791009,0.0007526945,0.3363704,0.02281369],"study_design_scores_gemma":[0.03386886,0.0522171,0.3067531,0.002320288,0.01353032,0.001806936,0.003116003,0.00125304,0.001113425,0.001661798,0.5800824,0.002276825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083245,0.005903511,0.0002543828,0.079437,0.002046785,0.000377729,0.00004163327,0.00001726394,0.003597225],"genre_scores_gemma":[0.7782604,0.02197172,0.0007013034,0.1886621,0.003223812,0.000004814657,0.0007429937,0.0001646432,0.006268229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5613253,"threshold_uncertainty_score":0.9999429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075150556191736,"score_gpt":0.3156450212642481,"score_spread":0.2748935157023307,"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."}}