{"id":"W4291221485","doi":"10.1016/j.jaip.2022.08.011","title":"The Impact of Allergy Specialty Care on Health Care Utilization Among Peanut Allergy Children in the United States","year":2022,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Allergy Therapeutics; Institute for Health Metrics and Evaluation; Agency for Healthcare Research and Quality; National Peanut Board; Public Health Agency of Canada; Regeneron Pharmaceuticals; Public Health Agency; Sanofi; AstraZeneca","keywords":"Medicine; Specialty; Peanut allergy; Anaphylaxis; Allergy; Health care; Internal medicine; Pediatrics; Food allergy; Family medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007529581,0.0001707629,0.000165537,0.0009830816,0.0003232808,0.000715451,0.0003958362,0.0004202776,0.002632373],"category_scores_gemma":[0.003282186,0.0001732698,0.000618704,0.001148601,0.0003254755,0.0004521133,0.0007138004,0.000728438,0.0001223434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750029,"about_ca_system_score_gemma":0.001186069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0565747,"about_ca_topic_score_gemma":0.08485188,"domain_scores_codex":[0.9989385,0.0002453586,0.00009197053,0.0001262263,0.0002485465,0.0003494338],"domain_scores_gemma":[0.9958794,0.0005553635,0.002581337,0.00007944871,0.000227114,0.000677378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001496574,0.00002065186,0.998244,0.000009486811,0.00003230723,0.0000336259,0.00001865992,0.00004381314,0.00001618522,0.00002934219,0.0002775074,0.001259454],"study_design_scores_gemma":[0.000001973682,0.00001227569,0.9996501,0.00001029334,0.000007556674,0.00005807786,0.00005599597,0.0000756642,0.000008528587,0.000008696866,0.0001098694,8.735422e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951785,0.001486505,0.00002845409,0.0008686281,0.00001693578,0.000006163791,0.001314584,0.000005370681,0.0010949],"genre_scores_gemma":[0.9985871,0.0005720526,0.00004079864,0.0001438068,0.00003713101,0.000006220946,0.0005230151,0.000001551773,0.00008838489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0565747,"threshold_uncertainty_score":0.1124908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04419915670223652,"score_gpt":0.4159906519097691,"score_spread":0.3717914952075326,"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."}}