{"id":"W2049155427","doi":"10.1159/000195110","title":"Aerosol Therapy of Asthma: Principles and Applications","year":2009,"lang":"en","type":"article","venue":"Respiration","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"","keywords":"Medicine; Theophylline; Asthma; Aerosol; Bronchodilator; Intensive care medicine; Pharmacology; Bronchodilator Agents; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001042454,0.00005313228,0.00009838359,0.000067358,0.00004801277,0.000007209888,0.00001956862,0.00005129793,0.00002614218],"category_scores_gemma":[0.00001547416,0.00004273257,0.00002754723,0.0001034605,0.00002981275,0.00005693479,0.000003782885,0.00004786423,0.000009426083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001124635,"about_ca_system_score_gemma":0.00003773854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001309043,"about_ca_topic_score_gemma":8.973905e-7,"domain_scores_codex":[0.9995278,0.00001923164,0.0001759821,0.000103681,0.0001151748,0.00005811679],"domain_scores_gemma":[0.9996482,0.00001283019,0.00007094115,0.0001335415,0.00009501471,0.00003944294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002268258,0.0003144085,0.00389462,0.00004191868,0.00002248354,0.000002527273,0.0003011143,0.0001035935,0.5143867,0.01438582,0.0002424919,0.4660775],"study_design_scores_gemma":[0.004368817,0.001920747,0.1704275,0.0001070653,0.00002993142,0.0000402884,0.0001205043,0.002080059,0.4817755,0.0002837093,0.338543,0.000302938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838349,0.00110646,0.003818646,0.0007416635,0.00001994735,0.0006078957,0.000002092482,0.00004927514,0.009819135],"genre_scores_gemma":[0.9979658,0.0001737494,0.0004120103,0.0009920829,0.0001299873,0.00001366828,0.000009731817,0.000004436764,0.0002985483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4657746,"threshold_uncertainty_score":0.1742584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222139029094729,"score_gpt":0.291434405571235,"score_spread":0.2592130152802877,"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."}}