{"id":"W4214846659","doi":"10.2147/copd.s337668","title":"Benefit of Prompt versus Delayed Use of Single-Inhaler Fluticasone Furoate/Umeclidinium/Vilanterol (FF/UMEC/VI) Following a COPD Exacerbation","year":2022,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"GlaxoSmithKline; American Thoracic Society","keywords":"Medicine; Fluticasone propionate; Exacerbation; COPD; Internal medicine; Corticosteroid","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":[0.001729928,0.0003237147,0.0007340131,0.0002057838,0.0002009135,0.0007631184,0.00042325,0.0005370992,0.002323364],"category_scores_gemma":[0.006954081,0.0001602879,0.001438898,0.0002248824,0.0002229159,0.0006619078,0.0005024624,0.001122327,0.0001661294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005337229,"about_ca_system_score_gemma":0.0008557682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111393,"about_ca_topic_score_gemma":0.002002528,"domain_scores_codex":[0.998796,0.0004632107,0.0001368091,0.000279651,0.0001316496,0.000192671],"domain_scores_gemma":[0.9956879,0.001897355,0.001155422,0.0001909631,0.0001480172,0.0009203781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3792299,0.006807827,0.3553143,0.001627287,0.003040872,0.000263732,0.0002109548,0.003571805,0.003394849,0.0004509128,0.0019378,0.2441498],"study_design_scores_gemma":[0.02787745,0.1626457,0.779427,0.0007272463,0.006810287,0.001098023,0.0005825502,0.01199603,0.004179114,0.0009926572,0.003593057,0.00007088699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953565,0.003297713,0.0002189052,0.0002616599,0.000105203,0.00004871861,0.0002142677,0.000009616455,0.0004872883],"genre_scores_gemma":[0.9991435,0.0002959223,0.0001859755,0.00007927275,0.0000587114,0.00001874061,0.0001216921,0.000001823238,0.00009437747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002323364,"threshold_uncertainty_score":0.009148896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970522575458584,"score_gpt":0.3251954865742924,"score_spread":0.2754902608197065,"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."}}