{"id":"W3135261812","doi":"10.20944/preprints202103.0127.v1","title":"Memory Generation and Re-Activation in Food Allergy","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"Instituto de Salud Carlos III; Agencia Estatal de Investigación; Food Allergy Canada; Nutricia Research Foundation; Canadian Allergy, Asthma and Immunology Foundation","keywords":"Immunology; Immunoglobulin E; Food allergy; Phenotype; Biology; Allergy; Allergen; Function (biology); Genetics; Gene; Antibody","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002703714,0.0002581137,0.0002991947,0.0004805237,0.0002954905,0.000749838,0.0002901844,0.0007263218,0.002098927],"category_scores_gemma":[0.0002996075,0.0001230096,0.0002107992,0.0002551711,0.0005974768,0.0006405181,0.0005606763,0.0007309452,0.0005480797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004278582,"about_ca_system_score_gemma":0.0002382474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569204,"about_ca_topic_score_gemma":0.000168366,"domain_scores_codex":[0.9998958,0.00002137327,0.000005137819,0.0000278668,0.00002091726,0.00002901136],"domain_scores_gemma":[0.9999286,0.00001564767,0.00001774893,0.00001089934,0.000009358419,0.00001770332],"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":[0.0009155185,0.0001972489,0.005220753,0.002369134,0.00008652337,0.003123337,0.000973343,0.003085007,0.4380959,0.1970765,0.01766493,0.3311917],"study_design_scores_gemma":[0.0001475056,0.001240932,0.03453069,0.0005403764,0.0001516801,0.01160091,0.0008448335,0.007542011,0.2463,0.4268577,0.2701567,0.00008664272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5335032,0.3693984,0.03673334,0.006439948,0.001660154,0.00008150574,0.0004230703,0.0009420603,0.05081827],"genre_scores_gemma":[0.9401988,0.03490901,0.004578733,0.0006021224,0.0007175909,0.00006385901,0.0002801697,0.00007214248,0.01857768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002098927,"threshold_uncertainty_score":0.007021606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09297425809386692,"score_gpt":0.2895421463249365,"score_spread":0.1965678882310696,"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."}}