{"id":"W7015781866","doi":"","title":"Treatment Patterns, Healthcare Utilization and Clinical Outcomes of Patients with Chronic Obstructive Pulmonary Disease Initiating Single-Inhaler Long-Acting &amp;amp;beta;2-Agonist/Long-Acting Muscarinic Antagonist Dual Therapy in Primary Care in England","year":2023,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; COPD; Primary care; Health care; Pulmonary disease; Retrospective cohort study; Medical record; Concomitant; Primary care physician","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008443137,0.0001360829,0.0004553257,0.0006920017,0.0004106618,0.001001415,0.0005666604,0.000810417,0.002299609],"category_scores_gemma":[0.00559317,0.0003355724,0.0006183426,0.00174386,0.0003640762,0.0009251953,0.0008895573,0.0009046363,0.000292601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745679,"about_ca_system_score_gemma":0.001107299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08701637,"about_ca_topic_score_gemma":0.1077406,"domain_scores_codex":[0.9984968,0.0003449027,0.0003219426,0.0002865553,0.0002423552,0.0003073944],"domain_scores_gemma":[0.9951397,0.0008380007,0.002470457,0.0001263343,0.0004915037,0.0009340023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013393,0.00004486142,0.9972753,0.0000533696,0.00006795516,0.00008155894,0.0003191925,0.00003764587,0.00004928665,0.00005086917,0.0006191044,0.001299429],"study_design_scores_gemma":[0.000009757023,0.00005887146,0.998844,0.00004886353,0.00001930981,0.00009071561,0.0006317136,0.0001153692,0.00001000849,0.00002364949,0.0001419092,0.000005861915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948427,0.002027547,0.000028417,0.0009469792,0.00001524989,0.00001793243,0.001537943,0.000002936482,0.0005803017],"genre_scores_gemma":[0.9985507,0.0005577709,0.00003020071,0.0001515275,0.00001614774,0.00001366732,0.0005362608,0.000001500903,0.0001420888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08701637,"threshold_uncertainty_score":0.1730198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231074642195103,"score_gpt":0.3401703622749074,"score_spread":0.2878596158529563,"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."}}