{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007544421,0.000217827,0.0002353076,0.0001089864,0.0000725996,0.00001696969,0.0003156244,0.000334968,0.005478068],"category_scores_gemma":[0.00001805293,0.0002341568,0.0001678804,0.0001557917,0.00003473792,0.00001063978,0.00009148716,0.00009414891,0.0000190917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001949137,"about_ca_system_score_gemma":0.0000920995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003242921,"about_ca_topic_score_gemma":0.00009748759,"domain_scores_codex":[0.9991771,0.00004360715,0.000256102,0.000235831,0.0001222468,0.0001651082],"domain_scores_gemma":[0.9991333,0.000005834384,0.0003166571,0.0003443488,0.0001623107,0.00003749568],"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":[0.007309204,0.0002696952,0.000925829,0.001012203,0.001199459,0.00001155883,0.00185115,0.0002105237,0.6289746,0.0007661982,0.004434261,0.3530353],"study_design_scores_gemma":[0.001747252,0.0007885842,0.01406004,0.0002096508,0.0001857931,0.000007290141,0.006067176,0.0005495474,0.1568263,0.00006025558,0.8187654,0.0007326886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6397216,0.0004948787,0.0002574946,0.00001094915,0.0002594213,0.000225043,0.00003362819,0.00001354214,0.3589835],"genre_scores_gemma":[0.3026217,0.0002386649,0.00095735,0.00001077108,0.00009294833,8.945053e-7,0.001446786,0.00003318424,0.6945977],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8143311,"threshold_uncertainty_score":0.9954311,"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."}}