{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295788,0.0004240359,0.0009733568,0.00111462,0.001050396,0.001549654,0.0006733025,0.001001954,0.001640293],"category_scores_gemma":[0.003666921,0.0006679489,0.0009751483,0.002639211,0.0006431757,0.0009775972,0.001593427,0.0009483023,0.0003448369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038471,"about_ca_system_score_gemma":0.0008531847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07592546,"about_ca_topic_score_gemma":0.07276896,"domain_scores_codex":[0.9977355,0.0006709779,0.0002868632,0.0004676782,0.0004828993,0.0003560111],"domain_scores_gemma":[0.997954,0.0002496488,0.000837432,0.0002149209,0.0003061699,0.0004378189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007142844,0.00003152792,0.9988558,0.00002086957,0.00008671539,0.0001110437,0.0002585565,0.00001412168,0.00006145179,0.000008662088,0.0001398092,0.0003400476],"study_design_scores_gemma":[0.000007610189,0.00006827955,0.9994363,0.00001271004,0.00002312948,0.0001271233,0.0002046375,0.00004244125,0.000004892611,0.000005587601,0.00006413689,0.000003083348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976718,0.0005394853,0.00007604912,0.0000883706,0.00001082655,0.00004414543,0.001232554,0.00000281953,0.000334011],"genre_scores_gemma":[0.9989786,0.0001757066,0.00005383978,0.00007016275,0.000009606014,0.00003214086,0.0006033698,0.000001377639,0.00007517391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07592546,"threshold_uncertainty_score":0.1509671,"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."}}