{"id":"W4407224312","doi":"10.1111/apa.70016","title":"Generic Health‐Related Quality of Life of Children With Severe Peanut or Tree Nut Allergy","year":2025,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Tays; Väinö ja Laina Kiven Säätiö; Hengityssairauksien Tutkimussäätiö; Tampereen Tuberkuloosisäätiö; Lastentautien Tutkimussäätiö; Tampereen Yliopisto","keywords":"Medicine; Nut; Peanut allergy; Allergy; Quality of life (healthcare); Distress; Pediatrics; Population; Food allergy; Demography; Environmental health; Immunology; Clinical psychology","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":[0.0006504987,0.0002715978,0.000282782,0.0004812778,0.0002746146,0.0004730837,0.000203784,0.0003170076,0.001803714],"category_scores_gemma":[0.00191159,0.000114505,0.0004672899,0.0005112143,0.0002715533,0.0003355185,0.0004470183,0.0004103391,0.0001627498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438164,"about_ca_system_score_gemma":0.0002166828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933317,"about_ca_topic_score_gemma":0.001856442,"domain_scores_codex":[0.9996705,0.00008534437,0.00003581936,0.00005652949,0.00007618171,0.00007559348],"domain_scores_gemma":[0.9991513,0.0001666217,0.000467467,0.00002537296,0.00005368173,0.000135398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006688127,0.00003781077,0.9970283,0.00003407352,0.00004283015,0.0001457145,0.000222954,0.00004567018,0.0001594347,0.00001334883,0.00007344154,0.002129558],"study_design_scores_gemma":[0.000002914623,0.0001220693,0.9989662,0.00000883054,0.00001619484,0.000441475,0.0002168059,0.00003708158,0.00004191803,0.0000115283,0.0001329529,0.000002018203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988207,0.0005651824,0.00003506775,0.00003310665,0.000004123647,0.000004652654,0.000204298,0.000001532873,0.0003312505],"genre_scores_gemma":[0.9994993,0.00015782,0.00005929369,0.00001127137,0.000002744273,0.000004611101,0.0001913137,5.017272e-7,0.00007311543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001933317,"threshold_uncertainty_score":0.006034076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822957426358927,"score_gpt":0.3057525492074316,"score_spread":0.2775229749438423,"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."}}