{"id":"W4414521734","doi":"10.1016/j.rmed.2025.108379","title":"Thirty year trends in childhood asthma and allergic conditions in Poland","year":2025,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rural Health Research Society","funders":"Uniwersytet Śląski w Katowicach; Śląski Uniwersytet Medyczny w Katowicach; Śląski Uniwersytet Medyczny","keywords":"Asthma; Public health; Epidemiology; Allergic asthma; El Niño; Respiratory disease","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":[0.0005802396,0.0001642767,0.0002003381,0.001091019,0.0002317253,0.0006420935,0.0002263927,0.0002811623,0.0009716081],"category_scores_gemma":[0.0008669082,0.0001865108,0.0004344895,0.00115591,0.0001608146,0.000436465,0.0005751144,0.0004139133,0.0002045843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007807747,"about_ca_system_score_gemma":0.0008512959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02217453,"about_ca_topic_score_gemma":0.03203143,"domain_scores_codex":[0.9995491,0.00004384106,0.00007634482,0.0001321019,0.00008885645,0.0001097006],"domain_scores_gemma":[0.9992815,0.00004236416,0.0004145656,0.0000239661,0.0001149474,0.0001227282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003253678,0.00001257683,0.9962763,0.00004850907,0.00005325043,0.00007093821,0.0002054963,0.00004867814,0.0002338945,0.00004317179,0.0001975419,0.002777142],"study_design_scores_gemma":[6.855147e-7,0.00001336964,0.9993883,0.000007353732,0.000007111647,0.00006219775,0.000115868,0.00002311402,0.00002937974,0.000005718807,0.0003454844,0.000001305805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959887,0.0009845266,0.0000855334,0.0001188426,0.000007676979,0.00001115354,0.002275123,0.000007616213,0.0005209171],"genre_scores_gemma":[0.9956559,0.0009943292,0.000246031,0.00005232037,0.000007976012,0.00002461266,0.002647976,0.000002963825,0.0003678553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02217453,"threshold_uncertainty_score":0.04409093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261175683450289,"score_gpt":0.3064388327743301,"score_spread":0.2938270759398273,"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."}}