{"id":"W2989567203","doi":"10.1183/13993003.congress-2019.pa1262","title":"The National Asthma and COPD Audit Programme in East Kent Hospitals University NHS Foundation Trust – The first year","year":2019,"lang":"en","type":"article","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Audit; COPD; Asthma; Family medicine; Primary care; Quarter (Canadian coin); Emergency medicine; Medical emergency; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01391225,0.000417944,0.0008604061,0.001166497,0.00212114,0.00370125,0.00117812,0.001414006,0.02426543],"category_scores_gemma":[0.03276327,0.001207729,0.0005206825,0.001562424,0.001170934,0.002967861,0.006111631,0.002395174,0.004614949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01604641,"about_ca_system_score_gemma":0.05599758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1630149,"about_ca_topic_score_gemma":0.3457767,"domain_scores_codex":[0.9854058,0.00435597,0.002307426,0.001058751,0.003911581,0.002960396],"domain_scores_gemma":[0.9242468,0.004320375,0.007833353,0.004196862,0.02338204,0.03602057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001271994,0.0006745224,0.2335928,0.002055592,0.0001088495,0.0010864,0.004529264,0.0004731977,0.001193036,0.002860492,0.567011,0.1851429],"study_design_scores_gemma":[0.0002996562,0.0005899435,0.7580703,0.002127582,0.00002603864,0.0003959199,0.003440438,0.0005658092,0.000386477,0.0004098995,0.2335906,0.00009728366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.544949,0.022685,0.005873622,0.1760408,0.01117766,0.01701396,0.06088711,0.00204898,0.1593238],"genre_scores_gemma":[0.7589501,0.009769659,0.02070402,0.03246579,0.001871972,0.01112767,0.02525721,0.000529959,0.1393236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630149,"threshold_uncertainty_score":0.3241321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164608911147214,"score_gpt":0.2493834829465357,"score_spread":0.2329225918318143,"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."}}