{"id":"W4294864434","doi":"10.1101/2022.09.01.22279473","title":"Rebound in asthma exacerbations following relaxation of COVID-19 restrictions: a longitudinal population-based study (COVIDENCE UK)","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Asthma and Lung UK; Diabetes UK; British Lung Foundation; British Heart Foundation; Cancer Research UK; Arthritis Society; Vasculitis UK","keywords":"Medicine; Asthma; Exacerbation; Odds ratio; Coronavirus disease 2019 (COVID-19); Confounding; Poisson regression; Incidence (geometry); Population; Pandemic; Asthma exacerbations; Logistic regression; Demography; Pediatrics; Environmental health; Internal medicine; Disease","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":[0.001171075,0.0004692426,0.0007031545,0.0009543661,0.0008862219,0.001659197,0.0008485896,0.001343571,0.002551648],"category_scores_gemma":[0.002950848,0.0007318991,0.0009705232,0.001894901,0.0005795432,0.001237432,0.001882405,0.001583491,0.0006952742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397242,"about_ca_system_score_gemma":0.001021256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08787181,"about_ca_topic_score_gemma":0.09665847,"domain_scores_codex":[0.9986926,0.0003188494,0.0001619982,0.0003450979,0.0001837893,0.0002976439],"domain_scores_gemma":[0.9975769,0.0002097391,0.0009760234,0.000275079,0.0004148048,0.0005475066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002429677,0.0000986536,0.9973422,0.00002851104,0.00007478335,0.0002092714,0.0005332177,0.0000191706,0.0001862562,0.00001448679,0.0003135534,0.0009370108],"study_design_scores_gemma":[0.00001432,0.0001055596,0.9992231,0.00001599004,0.00001481023,0.0001159187,0.0003252491,0.00002635265,0.00001104892,0.000005138339,0.0001371828,0.000005207105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975828,0.0003622657,0.00007023724,0.00007980843,0.000009939108,0.00003537872,0.001465611,0.000003835378,0.0003900334],"genre_scores_gemma":[0.9969634,0.0002621241,0.0001412626,0.0001372995,0.00001647222,0.00008631471,0.001838547,0.000003937433,0.0005505977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08787181,"threshold_uncertainty_score":0.1747207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402806404191961,"score_gpt":0.4494801213103794,"score_spread":0.3091994808911833,"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."}}