{"id":"W4225152616","doi":"10.2147/por.s342736","title":"Variation in Demographic and Clinical Characteristics of Patients with COPD Receiving Care in US Primary Care: Data from the Advancing the Patient EXperience (APEX) in COPD Registry","year":2022,"lang":"en","type":"article","venue":"Pragmatic and Observational Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group; University of Toronto","funders":"Sanofi Genzyme; AKL Research and Development; Respiratory Effectiveness Group; Efficacy and Mechanism Evaluation Programme; Regeneron Pharmaceuticals; British Lung Foundation; Sanofi; Mylan; GlaxoSmithKline; AstraZeneca; Boehringer Ingelheim","keywords":"COPD; Primary care; Medicine; Apex (geometry); Variation (astronomy); Intensive care medicine; Emergency medicine; Internal medicine; Family medicine","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":[0.0026118,0.0001608328,0.0004369571,0.001935537,0.0005591404,0.0008859091,0.0006240211,0.0003459139,0.001069398],"category_scores_gemma":[0.006996274,0.0002328944,0.00038667,0.005185871,0.0003550539,0.0006491353,0.0009996222,0.0004186971,0.0002422005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056308,"about_ca_system_score_gemma":0.001498554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04250951,"about_ca_topic_score_gemma":0.05444309,"domain_scores_codex":[0.9967006,0.0008602741,0.0006470267,0.0006076532,0.0009036736,0.0002806293],"domain_scores_gemma":[0.9883641,0.002011872,0.006351655,0.0008860537,0.001557972,0.0008282915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001441254,0.00001061049,0.9989823,0.000008712939,0.00001913076,0.0000195587,0.0001017654,0.00002401129,0.00003520929,0.00001265027,0.0003059664,0.0004656739],"study_design_scores_gemma":[0.000003122074,0.00001478035,0.9993569,0.00000808225,0.000007932263,0.00005888355,0.0002150726,0.00006850207,0.00002069291,0.000007775916,0.0002361192,0.000002160052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877734,0.0002030267,0.0002294826,0.0001671081,0.00000742645,0.00005722089,0.0106327,0.00001186135,0.0009178552],"genre_scores_gemma":[0.9895867,0.0001647939,0.0003729249,0.0001123928,0.00001686992,0.0001243452,0.009498735,0.000004463844,0.0001187102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04250951,"threshold_uncertainty_score":0.08452415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05960284945480577,"score_gpt":0.3562767720059523,"score_spread":0.2966739225511465,"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."}}