{"id":"W4407028065","doi":"10.1016/j.jaip.2024.12.044","title":"Updates in Food Anaphylaxis Management","year":2025,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Manitoba","funders":"","keywords":"Medicine; Anaphylaxis; Food hypersensitivity; MEDLINE; Food allergy; Allergy; Immunology","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":[0.002767737,0.001337739,0.002668219,0.005871225,0.0004114504,0.002153487,0.001234576,0.002813987,0.01020661],"category_scores_gemma":[0.006036551,0.0005611045,0.001407135,0.003543717,0.0006904056,0.002589693,0.001554573,0.00374402,0.004169452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296162,"about_ca_system_score_gemma":0.002522679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367642,"about_ca_topic_score_gemma":0.003439066,"domain_scores_codex":[0.9986407,0.0003362203,0.0002906045,0.0001551724,0.0004650933,0.0001122049],"domain_scores_gemma":[0.9961348,0.001506814,0.0008899118,0.00008937505,0.001037312,0.0003419251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001056187,0.00006871643,0.0001783064,0.02107946,0.0001386131,0.0001107545,0.00004010258,0.0001400803,0.0003770014,0.0009970679,0.1125673,0.864197],"study_design_scores_gemma":[0.00009729075,0.0001332308,0.0009291911,0.01932481,0.0004284453,0.0007438344,0.00004737464,0.00009077018,0.0001410932,0.0007849379,0.977256,0.00002303118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005508036,0.9953775,0.00008829713,0.001166943,0.002273604,0.000009795712,0.00002422398,0.0000154713,0.0009890253],"genre_scores_gemma":[0.0006703208,0.9902927,0.0004112728,0.003164041,0.004195407,0.00001856705,0.00008045901,0.000005004709,0.001162311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01020661,"threshold_uncertainty_score":0.03414452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05368433003167386,"score_gpt":0.4339378923658608,"score_spread":0.3802535623341869,"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."}}