{"id":"W7048364421","doi":"","title":"INVESTIGATING THE IMMUNOBIOLOGY OF IgE+ B CELLS AND REGULATORY B CELLS IN ALLERGIC ASTHMA","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"McMaster University","keywords":"Degranulation; Immunoglobulin E; Regulatory B cells; Asthma; Allergic asthma; Allergic inflammation; Allergen; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006461581,0.0002550191,0.0002323191,0.0004638092,0.0002429619,0.0005512426,0.000334126,0.0006284374,0.001152014],"category_scores_gemma":[0.0001914056,0.0001963612,0.0003222834,0.0001821907,0.0003757161,0.0007750667,0.0003546473,0.0009155474,0.0002833482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002957413,"about_ca_system_score_gemma":0.0002833026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003157974,"about_ca_topic_score_gemma":0.000338026,"domain_scores_codex":[0.9998728,0.00003908499,0.000009319637,0.00002253158,0.00002253317,0.00003375003],"domain_scores_gemma":[0.9999352,0.00001449639,0.00001164806,0.000004134835,0.00001726901,0.00001721508],"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":[0.00081158,0.0004682308,0.01065553,0.001501577,0.0000604174,0.001000091,0.001090812,0.0004928414,0.8667462,0.005664659,0.001000004,0.110508],"study_design_scores_gemma":[0.0005874469,0.01502019,0.2672777,0.00260246,0.0006755417,0.01101848,0.009998076,0.003667851,0.4519353,0.01969123,0.2174396,0.00008615424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7537561,0.2260172,0.005560133,0.002567885,0.0005375499,0.000174995,0.00008863545,0.00005722581,0.01124033],"genre_scores_gemma":[0.8513213,0.129685,0.006141352,0.001201415,0.0005554679,0.0001492919,0.0001166429,0.00001152427,0.01081805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001152014,"threshold_uncertainty_score":0.003853858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115675285721649,"score_gpt":0.2069079089234568,"score_spread":0.1957511560662403,"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."}}