{"id":"W4297015842","doi":"10.2147/copd.s370540","title":"Comparative Adherence and Persistence of Single- and Multiple-Inhaler Triple Therapies Among Patients with Chronic Obstructive Pulmonary Disease in an English Real-World Primary Care Setting","year":2022,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; COPD; Medical prescription; Lama; Vital capacity; Inhaler; Cohort; Internal medicine; Cohort study; Physical therapy; Lung; Asthma; Nursing; Lung function","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":[0.0001537191,0.0001642414,0.0003502539,0.0003838573,0.00008785687,0.00003193189,0.0002311362,0.00001990254,0.0000816511],"category_scores_gemma":[0.00006332955,0.0001446489,0.00006818212,0.0001919745,0.0003836844,0.000516556,0.000179987,0.0003926234,1.209741e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164801,"about_ca_system_score_gemma":0.0005135561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070541,"about_ca_topic_score_gemma":0.0001466126,"domain_scores_codex":[0.9979361,0.0001867068,0.0004220676,0.0002658966,0.001004483,0.0001846929],"domain_scores_gemma":[0.9977819,0.0001952104,0.000422029,0.0001305311,0.001252235,0.0002180858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004127536,0.0004709185,0.9805987,0.0001887398,0.0001618236,0.0003299034,0.006988659,0.0003800022,0.0005772011,0.0000159479,0.000006982173,0.006153597],"study_design_scores_gemma":[0.003587664,0.0006294568,0.9864743,0.0004349181,0.00006008815,0.00002986296,0.007418809,0.0010323,0.0001041127,0.00004023401,0.00005792478,0.0001303043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958839,0.002737931,0.000004363721,0.00006544765,0.0001808312,0.0004303029,0.0002083415,0.000007059313,0.000481761],"genre_scores_gemma":[0.9993896,0.00005442668,0.0002143441,0.00002739057,0.0001253411,0.00001633521,0.0001018746,0.0000176501,0.00005301283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006023292,"threshold_uncertainty_score":0.5898613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106958231441642,"score_gpt":0.2842194094797766,"score_spread":0.2631498271653602,"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."}}