{"id":"W4407333828","doi":"10.6000/1929-4247.2025.14.01.03","title":"Children Allergies in Saudi Arabia: The Situation and Challenges‒ Narrative Review","year":2025,"lang":"en","type":"article","venue":"International Journal of Child Health and Nutrition","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergy; Narrative review; Family medicine; Food allergy; Health care; Workforce; Alternative medicine; Asthma; Environmental health; Intensive care medicine; Immunology; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009175031,0.0005725329,0.0007592707,0.002471674,0.0003760103,0.001354442,0.000496748,0.0008730706,0.002975779],"category_scores_gemma":[0.003699076,0.0002339801,0.0007705028,0.002393146,0.0003209674,0.001364291,0.0006939241,0.0006226493,0.0002560987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093407,"about_ca_system_score_gemma":0.004227505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005510588,"about_ca_topic_score_gemma":0.01080609,"domain_scores_codex":[0.999527,0.00009805457,0.0001781625,0.00005202685,0.0001073902,0.00003747446],"domain_scores_gemma":[0.9975987,0.001140736,0.0007798229,0.0000257831,0.0003853176,0.00006964732],"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":[0.0002656308,0.00005551435,0.009036969,0.259351,0.001007087,0.002717736,0.001652635,0.000389548,0.0007228268,0.003697427,0.04272135,0.6783823],"study_design_scores_gemma":[0.00005350349,0.0002222066,0.02265481,0.2367156,0.003500281,0.02061134,0.004835667,0.0002316677,0.0004897547,0.002122547,0.70849,0.00007254531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001057508,0.9972852,0.00003551832,0.0009024481,0.0001718314,0.00000965271,0.00008451935,0.000003069965,0.0004501576],"genre_scores_gemma":[0.008210048,0.9906062,0.0001482262,0.0005753366,0.0002274867,0.000009776045,0.00008073333,0.000001117069,0.0001410574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005510588,"threshold_uncertainty_score":0.01095706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618215238869637,"score_gpt":0.3587910236746428,"score_spread":0.3326088712859464,"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."}}