{"id":"W4413758191","doi":"10.1016/j.jaip.2025.08.019","title":"Idiopathic Anaphylaxis","year":2025,"lang":"en","type":"article","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":true,"ca_institutions":"McGill University Health Centre; McGill University; University of British Columbia; Montreal Children's Hospital","funders":"","keywords":"Medicine; Anaphylaxis; MEDLINE; Dermatology; 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":[0.0003153109,0.001051244,0.0009131478,0.001029249,0.0008806218,0.0009785574,0.0004915096,0.001062462,0.0101049],"category_scores_gemma":[0.001936856,0.0001761748,0.0007512273,0.001001893,0.0006116437,0.0005941163,0.001028694,0.001128724,0.003709281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005696836,"about_ca_system_score_gemma":0.0005737695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074817,"about_ca_topic_score_gemma":0.0007815001,"domain_scores_codex":[0.9992656,0.000103926,0.00009021052,0.0001381839,0.0001521003,0.0002499533],"domain_scores_gemma":[0.9992558,0.0001621593,0.0002809595,0.00006057082,0.000120222,0.0001202627],"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":[0.0009260675,0.0005531178,0.1806932,0.004582122,0.0004463111,0.3421552,0.001445943,0.0006377894,0.00893022,0.01542507,0.08416771,0.3600373],"study_design_scores_gemma":[0.0001237132,0.0003263205,0.0534814,0.001213347,0.0001647817,0.7801617,0.0004341452,0.0003476621,0.001230497,0.003309848,0.1591705,0.00003602354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2965446,0.3058703,0.01912932,0.005744422,0.003828059,0.0008864105,0.002648733,0.001493116,0.3638551],"genre_scores_gemma":[0.8956245,0.06375516,0.003570662,0.006717455,0.00211515,0.0001872484,0.002285054,0.0001271733,0.02561766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0101049,"threshold_uncertainty_score":0.03380424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836111193830362,"score_gpt":0.3931866664683528,"score_spread":0.3648255545300492,"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."}}