{"id":"W4283719988","doi":"10.2147/copd.s360983","title":"Qualitative Validation of COPD Evidenced Care Pathways in Japan, Canada, England, and Germany: Common Barriers to Optimal COPD Care","year":2022,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Grifols; Alberta Innovates; Alberta Health Services; AstraZeneca; UK Research and Innovation; Canadian Institutes of Health Research; Covis Pharma; Canadian Thoracic Society; Sanofi; GlaxoSmithKline; National Institute for Health and Care Research; Teva Pharmaceutical Industries; Mereo BioPharma; Pfizer","keywords":"Medicine; COPD; Health care; Psychological intervention; Thematic analysis; Family medicine; Public health; Intensive care medicine; Qualitative research; Nursing; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02078649,0.000474723,0.0006339472,0.002365261,0.009237275,0.003748639,0.001404856,0.001126301,0.002227664],"category_scores_gemma":[0.02903239,0.000498021,0.0004203646,0.003946781,0.007307477,0.002302267,0.006546199,0.00127084,0.0001639202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03135318,"about_ca_system_score_gemma":0.04740503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2832706,"about_ca_topic_score_gemma":0.3932847,"domain_scores_codex":[0.9861656,0.008722219,0.0008740359,0.0009633788,0.001250363,0.002024338],"domain_scores_gemma":[0.9640301,0.02266671,0.00203954,0.001347466,0.00763313,0.002283143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005049208,0.00002786231,0.007044454,0.0003129409,0.000004971067,0.0008847968,0.9835935,0.0001225566,0.0004487318,0.00134571,0.0006599501,0.005504057],"study_design_scores_gemma":[0.00001034775,0.00002124283,0.007405495,0.0003503463,0.000006820787,0.0001122285,0.9811643,0.0002288116,0.0004346577,0.0002559784,0.009990537,0.00001927246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841428,0.0004373928,0.004825329,0.001781253,0.00007056771,0.001579872,0.0008185214,0.00002057778,0.00632365],"genre_scores_gemma":[0.9881582,0.0004469139,0.005944911,0.000705021,0.000009874461,0.002003231,0.0004449163,0.00002698754,0.00225991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7167294,"threshold_uncertainty_score":0.5632436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336417446811597,"score_gpt":0.3489506789096231,"score_spread":0.3255865044415072,"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."}}