{"id":"W4407508971","doi":"10.1159/000544734","title":"National Trends in Asthma Prevalence among Adolescents in South Korea, 2007–2023: A National Representative Serial Study","year":2025,"lang":"en","type":"article","venue":"International Archives of Allergy and Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Information Technology Research Centre; Ministry of Food and Drug Safety; Ministry of Science and ICT, South Korea; Iran Telecommunication Research Center; National Research Foundation of Korea; National Research Foundation","keywords":"Pandemic; Asthma; Medicine; Demography; Confidence interval; Logistic regression; Odds ratio; Young adult; Odds; Coronavirus disease 2019 (COVID-19); Environmental health; Pediatrics; Disease; Immunology; Gerontology; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001036566,0.0003427941,0.0003100714,0.0008774361,0.0003782941,0.0004440852,0.0004227621,0.0003334536,0.0007587976],"category_scores_gemma":[0.0009761136,0.0003599697,0.0006405202,0.001234785,0.0001653518,0.0006406438,0.0005670508,0.000475495,0.0002980232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000474329,"about_ca_system_score_gemma":0.000730902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01671055,"about_ca_topic_score_gemma":0.03446503,"domain_scores_codex":[0.9996005,0.00007788445,0.00008332593,0.0001139338,0.00007329891,0.00005116523],"domain_scores_gemma":[0.9992883,0.00004717171,0.0002678307,0.00006136259,0.0002269341,0.0001084909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003848119,0.00002369749,0.9981912,0.0000304598,0.00006395511,0.00003495762,0.0001114441,0.00002295075,0.0001482601,0.000007100663,0.0003076986,0.001019676],"study_design_scores_gemma":[0.000004363886,0.00003948648,0.9988897,0.00001567019,0.00004023619,0.00008969337,0.0004277863,0.00009840505,0.0000428272,0.000005914362,0.0003423094,0.000003522532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934197,0.0003018524,0.0002001759,0.0000807237,0.00001433978,0.00006877273,0.005474456,0.00001040112,0.0004294952],"genre_scores_gemma":[0.9911882,0.0003300688,0.0004111947,0.0001365773,0.00001283742,0.0001599024,0.007457855,0.000006311322,0.0002970108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01671055,"threshold_uncertainty_score":0.03322655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079329494876952,"score_gpt":0.3018476123933616,"score_spread":0.291054317444592,"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."}}