{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003823336,0.000178819,0.0007074233,0.0003262227,0.00007149794,0.000005443433,0.0002361062,0.0001394566,0.0003034233],"category_scores_gemma":[0.00044639,0.0001228048,0.0001513859,0.001397424,0.0001349278,0.00005224146,0.00009923166,0.0003104654,0.000006666149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005021617,"about_ca_system_score_gemma":0.001364673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021954,"about_ca_topic_score_gemma":0.0003529988,"domain_scores_codex":[0.9978924,0.0001951144,0.0007299199,0.0003168538,0.0005096672,0.0003560095],"domain_scores_gemma":[0.9985295,0.0002251009,0.0003189727,0.0004944719,0.0001941257,0.0002378082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02455371,0.006926714,0.5092977,0.004697681,0.01045745,0.00006916909,0.002218355,0.0001939141,0.00445233,0.002749202,0.2863235,0.1480603],"study_design_scores_gemma":[0.006934864,0.002879738,0.979907,0.0001432233,0.00003332271,0.00002073681,0.0002686139,0.00007891873,0.0005158255,0.00005934542,0.008904951,0.0002534649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787661,0.004879849,0.00002493934,0.006611351,0.00006429006,0.0004991696,0.00004268658,0.00005693458,0.009054703],"genre_scores_gemma":[0.9942135,0.002052586,0.0004661835,0.0004027819,0.00008853127,0.00001129952,0.00008232316,0.00001831317,0.002664464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4706093,"threshold_uncertainty_score":0.5007836,"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."}}