{"id":"W4200610361","doi":"10.2500/aap.2021.42.210081","title":"Idiopathic anaphylaxis: Diagnosis and management","year":2021,"lang":"en","type":"article","venue":"Allergy and Asthma Proceedings","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Anaphylaxis; Tryptase; Allergy; Immunology; Food allergy; Immunoglobulin E; Population; Asthma; Dermatology; Mast cell; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751317,0.0001761005,0.0002501867,0.0001380343,0.0001964993,0.00008630484,0.00005877664,0.0001022475,0.0001304546],"category_scores_gemma":[0.0000503501,0.0001601517,0.00005843364,0.0003627455,0.0001313629,0.0001514301,0.0001961958,0.0002369997,0.00001558381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001431288,"about_ca_system_score_gemma":0.00002957897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001077646,"about_ca_topic_score_gemma":0.00002411575,"domain_scores_codex":[0.9987155,0.000009117693,0.0001843309,0.0004704789,0.0002857705,0.0003347691],"domain_scores_gemma":[0.9994224,0.00001600681,0.00003599691,0.00009958254,0.0001636415,0.0002624218],"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":[0.0007504115,0.001272984,0.04355528,0.004130358,0.002532515,0.002741591,0.002517592,9.025912e-7,0.007133971,0.2236512,0.01792362,0.6937896],"study_design_scores_gemma":[0.002213946,0.0009741227,0.2308909,0.0009275274,0.00001018837,0.0006045276,0.002163069,0.0001352201,0.007911248,0.001820013,0.751933,0.0004162269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517949,0.01526714,0.00001177712,0.006282588,0.00006062221,0.0001991638,0.000001920314,0.00007765656,0.02630423],"genre_scores_gemma":[0.9639124,0.03205664,0.0006004899,0.000748648,0.0001335736,0.00007467655,0.000006709928,0.00002202955,0.002444863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7340094,"threshold_uncertainty_score":0.6530797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585775240158794,"score_gpt":0.2634213545842324,"score_spread":0.2475636021826444,"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."}}