{"id":"W4317655870","doi":"10.1101/2023.01.19.524823","title":"Immune sensing of food allergens promotes aversive behaviour","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Agence Nationale de la Recherche; Howard Hughes Medical Institute","keywords":"Immunology; Immune system; Food allergy; Immunoglobulin E; Allergic inflammation; Biology; Sensitization; Lipopolysaccharide; Neuroscience; Inflammation; Allergy; Antibody","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001947377,0.0002941057,0.0002130835,0.000258994,0.000117936,0.0003179438,0.0001208164,0.0003241465,0.00218907],"category_scores_gemma":[0.0001407798,0.000151816,0.0003839404,0.00008091461,0.000280106,0.000195735,0.0003732643,0.000709939,0.0004215114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358805,"about_ca_system_score_gemma":0.0001114757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001852545,"about_ca_topic_score_gemma":0.0003818217,"domain_scores_codex":[0.9998561,0.00001978508,0.000006782182,0.00003772954,0.00003966206,0.00003991789],"domain_scores_gemma":[0.9998454,0.00002025888,0.0000415434,0.00002198963,0.0000144825,0.00005622199],"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":[0.00004277746,0.0000121228,0.0003234491,0.00001287644,0.00000379811,0.00003884672,0.000009098454,0.0000111884,0.9987998,0.00004050749,0.00001635179,0.0006892151],"study_design_scores_gemma":[0.00002605022,0.001294893,0.1128251,0.00002028091,0.00002573448,0.001099659,0.00007617707,0.001107557,0.8804638,0.0004509351,0.00259489,0.0000148556],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946295,0.0009925121,0.002305334,0.0001134503,0.00003630382,0.00001291262,0.000113436,0.000110512,0.001685914],"genre_scores_gemma":[0.995102,0.0004661865,0.001746975,0.0001603753,0.00001954405,0.0000187449,0.0001740997,0.00003338537,0.002278711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00218907,"threshold_uncertainty_score":0.007323146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143174435878568,"score_gpt":0.2394034789911836,"score_spread":0.2179717346323979,"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."}}