{"id":"W4407985193","doi":"10.1038/s41533-024-00402-w","title":"Burden of illness among patients with asthma prescribed inhaled corticosteroids/long-acting β2-agonists","year":2025,"lang":"en","type":"article","venue":"npj Primary Care Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Medical prescription; Inhaled corticosteroids; Maintenance therapy; Disease; Cross-sectional study; Internal medicine; Pediatrics; Intensive care medicine; Emergency medicine; Pharmacology; Chemotherapy; Pathology","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":[0.0003538769,0.0001600907,0.0002526266,0.000727159,0.0005066265,0.0006977604,0.0002641777,0.0003151078,0.001221724],"category_scores_gemma":[0.001352658,0.0001564155,0.0003952373,0.001242151,0.0002413142,0.0003707312,0.0005969466,0.0005263935,0.0001437507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120866,"about_ca_system_score_gemma":0.001139774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1250241,"about_ca_topic_score_gemma":0.1461672,"domain_scores_codex":[0.9996361,0.00007732119,0.00004357243,0.00005341819,0.0001078708,0.00008178468],"domain_scores_gemma":[0.9990833,0.00008840064,0.00046331,0.0000416905,0.00009791921,0.0002254752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001435028,0.00001244746,0.9994038,0.000004330403,0.00001578418,0.00002016006,0.00005286555,0.00002334699,0.00003159017,0.00000600979,0.00006050069,0.000354709],"study_design_scores_gemma":[9.731849e-7,0.00001348018,0.9997271,0.000002761443,0.000004751909,0.00003517325,0.0001166344,0.00005035488,0.000004540318,0.000002387369,0.00004088676,9.700614e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985151,0.0001675178,0.00001566481,0.00009153341,0.000002803998,0.000007995279,0.0007866896,0.000001643275,0.0004109924],"genre_scores_gemma":[0.9991469,0.000132596,0.00002831315,0.0000249635,0.000006632786,0.000004165704,0.0005903481,4.390193e-7,0.00006561544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250241,"threshold_uncertainty_score":0.2485927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008491198527759038,"score_gpt":0.2552407208903775,"score_spread":0.2467495223626185,"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."}}