{"id":"W4399887745","doi":"10.1111/all.16204","title":"Global availability and uptake of psychological services for adults, caregivers and children with food allergy","year":2024,"lang":"en","type":"article","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Medical Research Council; European Academy of Allergy and Clinical Immunology; National Peanut Board; Aimmune Therapeutics; Novartis","keywords":"Mental health; Distress; Psychological distress; Medicine; Anxiety; Food allergy; Quality of life (healthcare); Psychiatry; Clinical psychology; Allergy; Nursing","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":[0.001087551,0.0001711242,0.0002350641,0.0007416631,0.0004697955,0.0007044211,0.0002982774,0.0004450413,0.002271836],"category_scores_gemma":[0.00449136,0.0001916397,0.0004413251,0.001263521,0.0004009628,0.0008422848,0.001280116,0.0006757887,0.0002142125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006702058,"about_ca_system_score_gemma":0.0008489884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0181872,"about_ca_topic_score_gemma":0.02366078,"domain_scores_codex":[0.9991166,0.0002618725,0.0001428504,0.0001141848,0.0001706548,0.0001938638],"domain_scores_gemma":[0.9967464,0.00048417,0.001816415,0.00008150185,0.0002760598,0.0005954822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002895432,0.00001915774,0.9911103,0.0001338214,0.00003172144,0.0001117384,0.001471288,0.00002902053,0.00005629705,0.00002971799,0.0006477925,0.006330143],"study_design_scores_gemma":[0.000002999201,0.00003745127,0.9952199,0.000131709,0.00001299866,0.000223492,0.003624141,0.00002739306,0.00001742023,0.00001524981,0.0006836337,0.000003534493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945551,0.002230668,0.0000263141,0.0009135767,0.00001515884,0.00001496368,0.0009839196,0.000004565568,0.001255694],"genre_scores_gemma":[0.9978933,0.00134725,0.00007292795,0.0001671389,0.00001048083,0.00001867524,0.0003978269,0.000001401224,0.00009106965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0181872,"threshold_uncertainty_score":0.03616267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504520675682838,"score_gpt":0.2923861405595472,"score_spread":0.2773409338027188,"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."}}