{"id":"W7042900987","doi":"","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":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Thematic analysis; Health care; Population; Care pathway; Qualitative research; Presentation (obstetrics); Integrated care","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":[0.04698775,0.0003701746,0.0008476288,0.003140118,0.007831287,0.004744797,0.002043436,0.0009563644,0.002181823],"category_scores_gemma":[0.08586678,0.0006366352,0.0005196995,0.004519314,0.006170378,0.00346732,0.009454747,0.001472553,0.0001769482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05513107,"about_ca_system_score_gemma":0.1084644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6740593,"about_ca_topic_score_gemma":0.8124022,"domain_scores_codex":[0.9729052,0.01563432,0.002141292,0.001501414,0.004844731,0.002973059],"domain_scores_gemma":[0.9144321,0.0365816,0.007661109,0.003784485,0.03048907,0.007051568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002026584,0.00009300473,0.08370093,0.0008996212,0.00004103527,0.000457619,0.8814065,0.0001909903,0.0005182077,0.002810001,0.003319744,0.02635959],"study_design_scores_gemma":[0.00004166113,0.000058935,0.09772334,0.001764222,0.00003033939,0.0001271089,0.8794063,0.0007706307,0.0004441615,0.0008377655,0.01870313,0.00009229924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796825,0.001419918,0.003622446,0.004943058,0.0001177315,0.002103667,0.0009988853,0.00002713566,0.007084596],"genre_scores_gemma":[0.9895415,0.0006883743,0.004729497,0.0009921234,0.00001136396,0.002383234,0.0005610332,0.00003127061,0.001061687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259407,"threshold_uncertainty_score":0.6557205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464723333312287,"score_gpt":0.5185569792943079,"score_spread":0.3720846459630792,"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."}}