{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004749727,0.0001309151,0.0005998683,0.0001525758,0.00006892178,0.00002009077,0.00001114667,0.00009251796,0.000007977434],"category_scores_gemma":[0.0001015386,0.000106088,0.00005463965,0.0003028995,0.00005469456,0.00018052,0.00001618066,0.0000922246,2.445792e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007065784,"about_ca_system_score_gemma":0.00005263232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001440681,"about_ca_topic_score_gemma":0.0003033737,"domain_scores_codex":[0.998631,0.0002445557,0.0003204401,0.0002969554,0.0003957645,0.000111301],"domain_scores_gemma":[0.9994749,0.00005609766,0.00007659703,0.0001814048,0.0001466583,0.00006435552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145003,0.0001165761,0.9952225,0.000215972,0.0002405078,0.000003919905,0.0004084514,0.00005350956,0.00003969655,0.0001744471,0.0000112712,0.003398638],"study_design_scores_gemma":[0.005362179,0.00007732359,0.9923469,0.0001549145,0.0002883659,0.000005774939,0.0007662993,0.00007196346,0.0001398273,0.00002378886,0.0006534523,0.0001091965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949771,0.0003260614,0.002768346,0.001199983,0.00003163762,0.0006493403,0.000008487041,0.00001722361,0.00002188159],"genre_scores_gemma":[0.9988385,0.00007301114,0.0006517596,0.0001024078,0.00001548863,0.00001334141,0.0002868325,0.00001080116,0.000007854024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005247679,"threshold_uncertainty_score":0.4326144,"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."}}