{"id":"W4404924440","doi":"10.1542/peds.2024-069114e","title":"Managing Anaphylaxis: Epinephrine, Antihistamines, and Corticosteroids: More Than 10 Years of Cross-Canada Anaphylaxis Registry Data","year":2024,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anaphylaxis; Epinephrine; Dermatology; Allergy; Anesthesia; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002284832,0.0003729856,0.0004935229,0.002241921,0.001027705,0.001422244,0.0009618955,0.0005750443,0.001673811],"category_scores_gemma":[0.009707816,0.0003853376,0.0006426341,0.006759121,0.0002850064,0.000671753,0.001131019,0.0007601308,0.0003728161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007596359,"about_ca_system_score_gemma":0.01612569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8624585,"about_ca_topic_score_gemma":0.8914143,"domain_scores_codex":[0.9963104,0.0004353126,0.0006576839,0.0006500645,0.001400253,0.0005462673],"domain_scores_gemma":[0.9754894,0.002097131,0.01066713,0.001496202,0.008459527,0.001790545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006224623,0.00002616306,0.9950395,0.00007885376,0.0001031116,0.00009575352,0.0001287781,0.00007086473,0.00005382151,0.00005925637,0.002155432,0.00212614],"study_design_scores_gemma":[0.00001416707,0.00002878842,0.9948638,0.00009080755,0.00007132469,0.0002864113,0.0002728307,0.000278592,0.00007976781,0.00001297573,0.003988359,0.00001227539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946707,0.005082915,0.0006477441,0.0008011351,0.00006361413,0.0002225411,0.09352902,0.00006175502,0.00492055],"genre_scores_gemma":[0.9442545,0.002147583,0.001045215,0.0006773233,0.00004017798,0.0001344223,0.05086489,0.00002625345,0.0008096165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1375415,"threshold_uncertainty_score":0.2767029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538155821464293,"score_gpt":0.3169032871400066,"score_spread":0.2915217289253637,"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."}}