{"id":"W4416637195","doi":"10.1183/13993003.congress-2025.pa3641","title":"Clinical remission and small airway improvements after one-year FF/UMEC/VI","year":2025,"lang":"","type":"article","venue":"","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Airway; Asthma; Lung function; Ventilation (architecture); Clinical trial; Pulmonary function testing; Lung","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":[0.000854055,0.0002429902,0.0005453855,0.0002621793,0.0004831773,0.000327303,0.0004077445,0.0007425185,0.004093375],"category_scores_gemma":[0.001055766,0.0001085022,0.0003570513,0.0001348744,0.0002658478,0.0002939207,0.0004010599,0.0005987047,0.000646919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535245,"about_ca_system_score_gemma":0.0002479909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130288,"about_ca_topic_score_gemma":0.002068271,"domain_scores_codex":[0.9997037,0.0000457753,0.00002388499,0.00006455802,0.00005531047,0.0001067967],"domain_scores_gemma":[0.9993269,0.00008567632,0.000215373,0.00007061139,0.00008622996,0.0002151613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06161932,0.01153732,0.7150913,0.0004999933,0.0002005819,0.00134305,0.0007928767,0.0003055742,0.02928988,0.0001312828,0.002660444,0.1765284],"study_design_scores_gemma":[0.000631497,0.02312745,0.9696026,0.00003391341,0.00005694418,0.0008009418,0.0001433384,0.0001144728,0.003947982,0.00002869082,0.001499765,0.000012472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977831,0.0005191543,0.00009123458,0.00006814023,0.00001443382,0.0001456211,0.0003184008,0.00001381373,0.001046063],"genre_scores_gemma":[0.9970559,0.0001125501,0.0003040502,0.000113353,0.00002120131,0.0001135511,0.0008060259,0.000003563677,0.001469932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004093375,"threshold_uncertainty_score":0.01369369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750773250487032,"score_gpt":0.3244963094497513,"score_spread":0.296988576944881,"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."}}