{"id":"W4385969022","doi":"10.1080/02770903.2023.2248485","title":"In symptomatic patients on as-needed inhaled corticosteroids-formoterol, VAS asthma is associated with small airways resistance","year":2023,"lang":"en","type":"article","venue":"Journal of Asthma","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Formoterol; Asthma; Inhaled corticosteroids; Small airways; Airway resistance; Inhalation; Bronchodilator Agents; Bronchodilator; Anesthesia; Intensive care medicine; Internal medicine; Budesonide","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":[0.0003970277,0.0002830203,0.0006880578,0.0006033005,0.0000866283,0.00004269836,0.0001819053,0.0001467785,0.0001372184],"category_scores_gemma":[0.0004831197,0.0001996936,0.000212948,0.0008136068,0.00007493743,0.000223061,0.00005132308,0.000450425,0.000164001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656895,"about_ca_system_score_gemma":0.0002775165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000691299,"about_ca_topic_score_gemma":0.00004404091,"domain_scores_codex":[0.9973603,0.0001289339,0.0008971913,0.0002386092,0.0009250169,0.0004499882],"domain_scores_gemma":[0.9980083,0.0001704059,0.0007585126,0.0002751076,0.0004225917,0.0003650999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04338777,0.01606502,0.5668877,0.002034693,0.00296421,0.05482986,0.0148189,0.0005732198,0.005800612,0.0002140562,0.2055252,0.08689879],"study_design_scores_gemma":[0.01746913,0.009424556,0.956683,0.004760662,0.0001279606,0.0002262202,0.001077698,0.0001779724,0.002121898,0.0002509789,0.007242181,0.0004377026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965727,0.0001039177,0.00001616205,0.001489171,0.000216389,0.0003441966,0.00001654175,0.00004758777,0.001193298],"genre_scores_gemma":[0.9952489,0.00003885231,0.0001102363,0.00275225,0.0001384916,0.000008207542,0.00001471909,0.0000549476,0.001633381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3897953,"threshold_uncertainty_score":0.8143271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365895718277029,"score_gpt":0.2490732635489575,"score_spread":0.2354143063661872,"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."}}