{"id":"W4413005848","doi":"10.1016/j.jaip.2025.04.050","title":"New Delivery Models of Cognitive Behavioral Therapy–Based Interventions for Food Allergy Anxiety","year":2025,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Children's Hospital Research Institute of Manitoba; University of British Columbia","funders":"","keywords":"Medicine; Cognitive behavioral therapy; Food allergy; Anxiety; Psychological intervention; Food delivery; Allergy; Psychiatry; 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":[0.001369983,0.0004941178,0.0003461996,0.0006452193,0.0004024461,0.0008334586,0.001311968,0.0009045256,0.01162335],"category_scores_gemma":[0.002015496,0.0001805508,0.001067391,0.0004214055,0.0004116905,0.001115272,0.000859742,0.001814258,0.001013377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778865,"about_ca_system_score_gemma":0.001915457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003990258,"about_ca_topic_score_gemma":0.008054075,"domain_scores_codex":[0.9991938,0.0003127122,0.00003861368,0.0001135951,0.0002643806,0.00007685056],"domain_scores_gemma":[0.9994202,0.0003305156,0.00007051891,0.00003869051,0.00005657039,0.00008355772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001519909,0.00944614,0.0007628725,0.002741015,0.0002995491,0.0001165045,0.0006688196,0.001027311,0.002648527,0.02101209,0.01583282,0.9439244],"study_design_scores_gemma":[0.0418923,0.06898539,0.03962616,0.01696791,0.004163427,0.00270055,0.002511311,0.04494821,0.01202112,0.1132983,0.6525255,0.0003598743],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3230726,0.1643984,0.2269238,0.07205478,0.009481219,0.01372839,0.00180434,0.002695353,0.1858411],"genre_scores_gemma":[0.6775967,0.09905774,0.1631205,0.01213331,0.002532396,0.01497252,0.0008236314,0.0001405084,0.02962258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162335,"threshold_uncertainty_score":0.03888398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102713517012229,"score_gpt":0.4535140560586441,"score_spread":0.3432427043574212,"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."}}