{"id":"W3124819468","doi":"10.20944/preprints201804.0052.v1","title":"The Initiation of Th2 Immunity towards Food Allergens","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Food Allergy Canada","keywords":"Context (archaeology); Immune system; Immunology; Biology; Immune recognition; Sensitization; Innate immune system; Acquired immune system; Immunity; Neuroscience; Allergy","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":[0.0006202639,0.0004307332,0.0003427438,0.00036539,0.0003582716,0.001126953,0.000239285,0.0007382013,0.003877383],"category_scores_gemma":[0.0003328603,0.0001931795,0.0003848655,0.000199703,0.0005574974,0.0007393301,0.0006524716,0.001180717,0.001774613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276051,"about_ca_system_score_gemma":0.0003182804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001847733,"about_ca_topic_score_gemma":0.0002161614,"domain_scores_codex":[0.9996378,0.00008615706,0.00001554955,0.00009394973,0.00008404894,0.00008257175],"domain_scores_gemma":[0.9997714,0.00004273646,0.00004063423,0.0000268572,0.00007124413,0.00004705448],"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":[0.0006536904,0.0001226551,0.009204545,0.003829966,0.00008125151,0.001841285,0.0009878203,0.0004633001,0.8473239,0.01827349,0.006379561,0.1108385],"study_design_scores_gemma":[0.0001718691,0.001841382,0.06143605,0.001373017,0.0001665644,0.00772662,0.001469202,0.0019718,0.477339,0.02899632,0.4174318,0.00007648424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.535218,0.2563585,0.05877887,0.007283053,0.003621134,0.000571528,0.001423827,0.0007373951,0.1360077],"genre_scores_gemma":[0.8952669,0.05637172,0.01053544,0.001838462,0.001513122,0.0002110644,0.0005830264,0.00008669671,0.03359354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003877383,"threshold_uncertainty_score":0.0129711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1929669814144795,"score_gpt":0.39744626313525,"score_spread":0.2044792817207705,"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."}}