{"id":"W3198647593","doi":"10.1161/circoutcomes.120.007665","title":"Prior Authorization, Copayments, and Utilization of Sacubitril/Valsartan in Medicare and Commercial Plans in Patients With Heart Failure With Reduced Ejection Fraction","year":2021,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Western University","funders":"","keywords":"Sacubitril, Valsartan; Medicine; Valsartan; Ejection fraction; Medical prescription; Heart failure; Medicare Part D; Copayment; Internal medicine; Emergency medicine; Health insurance; Prescription drug; Nursing; Health care; Blood pressure","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":[0.001747947,0.0002170993,0.0003237987,0.001115086,0.0004827351,0.0009021548,0.000463366,0.0004910483,0.002356589],"category_scores_gemma":[0.006551106,0.0003167236,0.0008968389,0.001741435,0.0002746209,0.0009803057,0.0008965424,0.001021467,0.0002390937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008965865,"about_ca_system_score_gemma":0.0008053124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158558,"about_ca_topic_score_gemma":0.02323523,"domain_scores_codex":[0.9984329,0.0004114949,0.0002803888,0.0002699339,0.0003345605,0.0002706232],"domain_scores_gemma":[0.9909869,0.001140038,0.006429033,0.0002421844,0.0004094793,0.0007924155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005523597,0.00003127029,0.9992496,0.000005264492,0.00003271418,0.00001217047,0.00003276623,0.00001747632,0.00001455673,0.000007959796,0.00007108982,0.0004698022],"study_design_scores_gemma":[0.000006365854,0.00005601399,0.9993025,0.000009196084,0.00001934031,0.00007894968,0.0001428644,0.0002340974,0.00001750122,0.00001191866,0.0001183242,0.00000296353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986165,0.0002192308,0.00004745823,0.0001095645,0.000004235435,0.00001031456,0.0006730466,0.000002021079,0.0003176587],"genre_scores_gemma":[0.9990299,0.00008509234,0.00007080899,0.0000543842,0.00001206011,0.0000142364,0.0006469907,0.000001418356,0.00008515891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158558,"threshold_uncertainty_score":0.03152698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145233667559258,"score_gpt":0.2988922847690835,"score_spread":0.2674399480934909,"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."}}