{"id":"W7115822840","doi":"","title":"ALLERGEN SPECIFIC B CELLS IN MURINE MODELS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Epitope; Immunotherapy; Immunoglobulin E; Splenocyte; Antigen; Allergen; Allergy; Antibody; Immune system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001890493,0.0020169,0.0006548786,0.00310334,0.0006233238,0.001398734,0.00134995,0.002725397,0.007633955],"category_scores_gemma":[0.0005653204,0.001020938,0.001089068,0.000604438,0.0007417359,0.0009835182,0.0007528914,0.006455065,0.004067319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008138954,"about_ca_system_score_gemma":0.0005536473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000693202,"about_ca_topic_score_gemma":0.0009608805,"domain_scores_codex":[0.9977404,0.0006708276,0.0002550532,0.0005258351,0.0005190047,0.0002888624],"domain_scores_gemma":[0.99934,0.0001154356,0.0001239038,0.0002028916,0.0001060324,0.0001117727],"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":[0.001465797,0.002438828,0.0004516065,0.0005557006,0.00005798596,0.0003302645,0.0002451128,0.001080897,0.9825168,0.001807082,0.00163521,0.007414611],"study_design_scores_gemma":[0.001063495,0.01859264,0.003037593,0.0003346745,0.0001849258,0.00217267,0.0002759874,0.004408426,0.8950776,0.002030181,0.07276386,0.00005795297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8346086,0.01972293,0.07538749,0.003486423,0.003637223,0.006085787,0.01504091,0.003039855,0.03899081],"genre_scores_gemma":[0.8562705,0.0154304,0.04652067,0.002189675,0.0005793105,0.008426041,0.01156821,0.0003914644,0.05862388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007633955,"threshold_uncertainty_score":0.02553815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185150261683931,"score_gpt":0.2104535401783445,"score_spread":0.1919385140099514,"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."}}