{"id":"W2110143000","doi":"10.1164/rccm.200902-0166oc","title":"The Prevalence of Nonadherence in Difficult Asthma","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":424,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Asthma; Medical prescription; Prednisolone; Population; Corticosteroid; Internal medicine; Quality of life (healthcare); Intensive care medicine; Pediatrics; Pharmacology","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":[0.0008683533,0.0001843472,0.0002626134,0.001244213,0.000382066,0.000620989,0.0004645052,0.0007496189,0.002433932],"category_scores_gemma":[0.005485444,0.000221133,0.0001924839,0.0007441768,0.0006039629,0.0004667673,0.0006999223,0.0006462797,0.0002894877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199228,"about_ca_system_score_gemma":0.0001721019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539056,"about_ca_topic_score_gemma":0.001441276,"domain_scores_codex":[0.9987361,0.0003680869,0.0001795889,0.000187633,0.0004016903,0.0001270071],"domain_scores_gemma":[0.993907,0.0008907332,0.004196832,0.0001614301,0.0002632884,0.0005807138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001406397,0.00001279967,0.9991026,0.000007720204,0.000007934124,0.00004405298,0.00003824489,0.00001033684,0.00005309447,0.000005501854,0.00002917025,0.0006745273],"study_design_scores_gemma":[0.000001687553,0.00006131879,0.9991227,0.000005269182,0.000003915291,0.0005865878,0.00007476455,0.00006759227,0.00001797041,0.00001128451,0.00004537147,0.000001510179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990489,0.0002974976,0.00006865739,0.00007068052,0.00000361013,0.0000116469,0.0001338343,0.000002911869,0.0003622779],"genre_scores_gemma":[0.9997354,0.0000630966,0.00004169814,0.0000220134,0.0000110516,0.000005229288,0.00008943434,6.246995e-7,0.00003146593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002433932,"threshold_uncertainty_score":0.008142292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229958587699844,"score_gpt":0.3141686472192904,"score_spread":0.301869061342292,"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."}}