{"id":"W7037843771","doi":"","title":"Evaluation of Adherence and Persistence to Triple Therapy in Patients with COPD: A German Claims Data Study","year":2024,"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":"German; Epidemiology; COPD; Health care; Public health; Global health; Lama; Alternative medicine","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":[0.006268093,0.0006454992,0.001043692,0.002412151,0.0005129031,0.002054923,0.001070587,0.001803548,0.001882095],"category_scores_gemma":[0.01744004,0.0005752677,0.001886307,0.004406844,0.0006419228,0.001120238,0.001499904,0.001192926,0.0005220208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654218,"about_ca_system_score_gemma":0.001204274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701539,"about_ca_topic_score_gemma":0.01295247,"domain_scores_codex":[0.9951915,0.001796354,0.0009748435,0.0007308127,0.001017336,0.0002892342],"domain_scores_gemma":[0.9845005,0.004378657,0.005985959,0.002718595,0.001501225,0.0009151562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001653473,0.0004721767,0.9840634,0.0002188299,0.001854966,0.0002348765,0.000384486,0.0002889877,0.0001563233,0.0003278894,0.001336533,0.009008012],"study_design_scores_gemma":[0.0003603555,0.0003241246,0.9942408,0.0001921243,0.0008396609,0.0003754743,0.000354325,0.001811317,0.00009798181,0.0001884205,0.001171932,0.00004346922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903985,0.001729306,0.0003444059,0.0004310858,0.00003297572,0.0001268662,0.005809589,0.00001064122,0.001116601],"genre_scores_gemma":[0.9917814,0.0007757378,0.000526251,0.0002365309,0.00003397596,0.0001164494,0.006125298,0.0000118587,0.0003924732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01701539,"threshold_uncertainty_score":0.03383273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3851371836004868,"score_gpt":0.5835988105197022,"score_spread":0.1984616269192154,"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."}}