{"id":"W3211468578","doi":"10.2147/jaa.s326213","title":"Impact of Socioeconomic Status on Adult Patients with Asthma: A Population-Based Cohort Study from UK Primary Care","year":2021,"lang":"en","type":"article","venue":"Journal of Asthma and Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Efficacy and Mechanism Evaluation Programme; National Institute of Allergy and Infectious Diseases; Medical Research Council; Sanofi Genzyme; Genentech; Otsuka Pharmaceutical; Mundipharma International; AstraZeneca; Respiratory Effectiveness Group; Seqirus; Regeneron Pharmaceuticals; Teijin Pharma; Daiichi-Sankyo; Teva Pharmaceutical Industries; Sanofi; European Commission; Amgen; AKL Research and Development; Pfizer; Astellas Pharma; Mylan; GlaxoSmithKline","keywords":"Medicine; Socioeconomic status; Asthma; Cohort; Primary care; Population; Cohort study; Pediatrics; Family medicine; Environmental health; Demography; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004745215,0.0001748159,0.0005432034,0.0001136856,0.00005866168,0.00001838769,0.00004593446,0.00005722255,0.0002856253],"category_scores_gemma":[0.0000318747,0.0001150602,0.0002094339,0.00006118816,0.00003479909,0.00007274988,0.00001702674,0.0001678689,0.000002012831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101415,"about_ca_system_score_gemma":0.0007264674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002207741,"about_ca_topic_score_gemma":0.00009283569,"domain_scores_codex":[0.9987414,0.00007633727,0.0004531287,0.000187642,0.0003745232,0.0001669701],"domain_scores_gemma":[0.9984421,0.00006453977,0.0004335004,0.0001744557,0.0006193157,0.0002661278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001920703,0.00106757,0.9890612,0.00003230221,0.0005672947,0.0001352303,0.0003113036,0.0004561717,0.00005595501,0.000001344629,0.0001357712,0.006255161],"study_design_scores_gemma":[0.007032593,0.005343279,0.9861301,0.0002173825,0.00007638305,0.000006436678,0.0008569253,0.00001527305,0.00003312264,0.000004145701,0.0001708389,0.0001135909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988211,0.0006101041,0.00001264878,0.00003050141,0.00007649047,0.000198548,0.00009226929,0.000004361941,0.0001539533],"genre_scores_gemma":[0.9992836,0.00003291482,0.0001581102,0.000188767,0.0001342882,0.00000240246,0.0001602327,0.00002047374,0.00001925886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006141569,"threshold_uncertainty_score":0.4692021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004047355728385021,"score_gpt":0.2401324750605439,"score_spread":0.2360851193321588,"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."}}