{"id":"W4396831713","doi":"10.1111/cea.14493","title":"A scoping review protocol for evaluating cost questionnaires aimed at measuring the household financial burden of food allergy","year":2024,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; University of Manitoba; Montreal Children's Hospital; George & Fay Yee Centre for Healthcare Innovation; BC Children's Hospital; University of British Columbia; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Food allergy; Productivity; Environmental health; Health care; Economic cost; Business; Indirect costs; Public health; Food safety; Disease burden; Pandemic; Medicine; Allergy; Disease; Economic growth; Economics; Coronavirus disease 2019 (COVID-19); Nursing; Population; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002844433,0.0008231262,0.003586997,0.0001776464,0.000335289,0.00005616267,0.0007881281,0.0006204689,0.0003032245],"category_scores_gemma":[0.003076869,0.0005125263,0.002713017,0.0005038134,0.0005373481,0.0000780039,0.0009170698,0.001161769,0.00007054845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003797238,"about_ca_system_score_gemma":0.002181658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003618011,"about_ca_topic_score_gemma":0.00008166597,"domain_scores_codex":[0.9925318,0.0009031764,0.00337541,0.001237178,0.001200508,0.000751956],"domain_scores_gemma":[0.9960692,0.001302861,0.0009543103,0.001024345,0.0002706387,0.0003786773],"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":[0.0009086487,0.001057624,3.710332e-7,0.3715625,0.00251847,0.00005086672,0.0001413579,0.000006463873,0.00004944365,0.000583595,0.02070425,0.6024164],"study_design_scores_gemma":[0.001320554,0.002698205,8.867855e-7,0.4073201,0.00011607,0.00004094587,0.00001601796,0.00003318301,0.0001168495,0.00002109411,0.5879955,0.0003205841],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008759072,0.8067653,0.000009082517,0.0002884551,0.0003869452,0.1920463,0.00003967672,0.00009777903,0.0003576774],"genre_scores_gemma":[0.00002138938,0.6466861,0.0001675508,0.0002350696,0.001082313,0.3510353,0.00007762258,0.0001419058,0.0005527051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6020958,"threshold_uncertainty_score":0.9997326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3978664084056411,"score_gpt":0.5605756721088739,"score_spread":0.1627092637032329,"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."}}