{"id":"W4376257013","doi":"10.1016/j.jaip.2023.04.047","title":"When Supplemental Formula Is Essential: Overcoming Barriers to Hypoallergenic Formula Access for Patients With Food Allergies","year":2023,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; McMaster University; University of Toronto; AllerGen","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Hypoallergenic; Allergy; Medicine; Environmental health; Food science; Allergen; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001775351,0.0002091012,0.000550875,0.0002194123,0.0002016974,0.00004035291,0.0004352927,0.0002037286,0.0001962516],"category_scores_gemma":[0.003393017,0.0001393278,0.000160109,0.0002603492,0.0002222821,0.0008187214,0.0003223225,0.0007289237,0.000008654615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006817819,"about_ca_system_score_gemma":0.0002549975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004369328,"about_ca_topic_score_gemma":0.0001628937,"domain_scores_codex":[0.9975983,0.000291966,0.001109788,0.000229094,0.000340878,0.000429956],"domain_scores_gemma":[0.9950539,0.00330987,0.0006696396,0.0003261808,0.0004154904,0.0002249221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2788256,0.007924247,0.3576739,0.0002586857,0.1295416,0.0008885646,0.0445563,0.0005425967,0.002551326,0.005777624,0.1294997,0.04195986],"study_design_scores_gemma":[0.06590717,0.04926873,0.7065259,0.0008341501,0.005022393,0.001318594,0.02027426,0.0003283184,0.00192327,0.006262562,0.1413018,0.001032821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972723,0.0006505946,0.0001534306,0.02516577,0.0005159496,0.000597486,0.00002071568,0.0000193909,0.0001536647],"genre_scores_gemma":[0.9867661,0.006604116,0.00187425,0.004332028,0.0001778304,0.00002038209,0.00001842047,0.00004405871,0.000162795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.348852,"threshold_uncertainty_score":0.5681624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701310717352256,"score_gpt":0.3663536656431257,"score_spread":0.3393405584696031,"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."}}