{"id":"W7115819287","doi":"","title":"IMMUNE MODULATION OF ALLERGIC RESPONSES","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Immunotherapy; Asthma; Immune system; Epitope; Immunosuppression; Disease; Immune tolerance; Allergy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007989309,0.0004895182,0.0003466784,0.000433392,0.0004171992,0.001001116,0.000375672,0.0006562387,0.004607151],"category_scores_gemma":[0.0008309492,0.0001728532,0.0004499833,0.0001714819,0.0004869597,0.000463175,0.0007607072,0.001781288,0.001482571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005987033,"about_ca_system_score_gemma":0.0004638877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617507,"about_ca_topic_score_gemma":0.0003045198,"domain_scores_codex":[0.9991719,0.0003024027,0.0000469106,0.0001326786,0.0001777869,0.0001682754],"domain_scores_gemma":[0.9996759,0.00005938141,0.00006539685,0.00003362449,0.0001001191,0.00006557759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007578096,0.0007765273,0.009028472,0.002180892,0.0001236537,0.001407997,0.0007327716,0.0008718991,0.6310664,0.02202913,0.01671624,0.3143082],"study_design_scores_gemma":[0.0004151289,0.007022981,0.07411053,0.001532647,0.0002906101,0.006570699,0.001189227,0.00365733,0.2641079,0.01726537,0.6237363,0.0001012795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5781957,0.2067958,0.01875927,0.01105239,0.007469517,0.001351586,0.001046592,0.000559449,0.1747697],"genre_scores_gemma":[0.92435,0.04017782,0.005383266,0.004564606,0.001728964,0.000491538,0.0004068097,0.00005054124,0.02284646],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004607151,"threshold_uncertainty_score":0.01541245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134840344733973,"score_gpt":0.2093900311323262,"score_spread":0.1980416276849865,"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."}}