{"id":"W4403771038","doi":"10.1007/s12325-024-02999-3","title":"Fluticasone Furoate/Umeclidinium/Vilanterol Initiation Following a COPD Exacerbation: Benefits of Prompt Initiation on COPD Outcomes","year":2024,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Fluticasone propionate; COPD; Exacerbation; Copd exacerbation; Internal medicine; Fluticasone; Physical therapy; Rheumatology; Intensive care medicine; Corticosteroid; Acute exacerbation of chronic obstructive pulmonary disease","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":[0.002279949,0.0002757183,0.0007462305,0.0003243471,0.000210905,0.0007185942,0.0002601929,0.0004964248,0.001188417],"category_scores_gemma":[0.006790643,0.0001383857,0.001268908,0.0004268544,0.0001607914,0.0006349936,0.000513823,0.0008734942,0.0001099539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003616945,"about_ca_system_score_gemma":0.0006514318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222218,"about_ca_topic_score_gemma":0.002102562,"domain_scores_codex":[0.9988746,0.0003714299,0.0001336071,0.0002386763,0.0001804376,0.0002013203],"domain_scores_gemma":[0.9957747,0.001627599,0.00145065,0.0003279255,0.0001955514,0.000623599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09133952,0.001909504,0.630561,0.001052821,0.001572234,0.0002911306,0.0001856042,0.001530003,0.002549686,0.0003018776,0.0009442736,0.2677624],"study_design_scores_gemma":[0.001511023,0.009368279,0.9835127,0.000195302,0.001388449,0.0003878658,0.000132208,0.001465444,0.0007050125,0.0003637125,0.0009465467,0.00002345579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932401,0.004979151,0.0002438106,0.0002133603,0.00004792891,0.00003126036,0.00029715,0.00001103327,0.0009361139],"genre_scores_gemma":[0.9988866,0.0005356849,0.0001756534,0.00005526674,0.00005081506,0.000007963844,0.0001833969,0.000001986847,0.0001026047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002279949,"threshold_uncertainty_score":0.01205766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03316663494370903,"score_gpt":0.3519477026347077,"score_spread":0.3187810676909987,"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."}}