{"id":"W4294221650","doi":"10.2147/copd.s365480","title":"Characterization of Patients with Chronic Obstructive Pulmonary Disease Initiating Single-Inhaler Long-Acting Muscarinic Antagonist/Long-Acting β2-Agonist Dual Therapy in a Primary Care Setting in England","year":2022,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Lama; Indacaterol; COPD; Inhaler; Tiotropium bromide; Muscarinic antagonist; Dry-powder inhaler; Internal medicine; Bronchodilator; Physical therapy; Asthma; Antagonist; 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":[0.0007216426,0.000237269,0.0006884296,0.001039799,0.0005161535,0.001311959,0.0006106767,0.0006616344,0.001777767],"category_scores_gemma":[0.003578303,0.0005415012,0.0006395162,0.001916455,0.0004636344,0.001060019,0.001299236,0.0006594157,0.0002987643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162485,"about_ca_system_score_gemma":0.001110132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05134852,"about_ca_topic_score_gemma":0.06093821,"domain_scores_codex":[0.9981276,0.0003579513,0.0004502475,0.0004692842,0.0002838048,0.0003110695],"domain_scores_gemma":[0.9937508,0.0006028218,0.004254558,0.0001810345,0.0005196716,0.0006911722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003534737,0.00001385704,0.9989808,0.00003602389,0.00002711144,0.0001223576,0.0001975152,0.00001861582,0.00009484569,0.0000140253,0.0001093641,0.0003500138],"study_design_scores_gemma":[0.000004908909,0.00004400312,0.9989744,0.00002862502,0.00001269394,0.0002729912,0.0003966086,0.00007227872,0.00002055375,0.00000866558,0.0001610897,0.000003163276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965495,0.0008343731,0.00005445812,0.0002097185,0.000006090584,0.00002200511,0.001979688,0.000002215331,0.0003418778],"genre_scores_gemma":[0.998542,0.0002929718,0.00005375931,0.0001229471,0.00001063118,0.00002061818,0.0008463627,0.000001155836,0.0001096019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05134852,"threshold_uncertainty_score":0.1020992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422017430700256,"score_gpt":0.2742690419003426,"score_spread":0.26004886759334,"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."}}