{"id":"W2759117460","doi":"10.1016/j.cjca.2017.07.314","title":"OPTIMAL USAGE OF SACUBITRIL/VALSARTAN FOR HEART FAILURE TREATMENT IN CANADA POTENTIALLY REDUCES HOSPITALIZATIONS AND EARLY DISCHARGE RE-ADMISSIONS","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sacubitril, Valsartan; Tolerability; Valsartan; Sacubitril; Clinical Practice; Intensive care medicine; Internal medicine; Adverse effect; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005391645,0.0001958985,0.0005703113,0.0005313772,0.001166523,0.0012637,0.0007072274,0.0004332917,0.004797618],"category_scores_gemma":[0.004065316,0.0001777141,0.0006556482,0.001048748,0.0003713793,0.0003883492,0.0003998205,0.001308503,0.0002123961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02007267,"about_ca_system_score_gemma":0.05174264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9175869,"about_ca_topic_score_gemma":0.9780532,"domain_scores_codex":[0.9988678,0.0001867088,0.00009261055,0.0001007554,0.0003505621,0.0004016268],"domain_scores_gemma":[0.9972215,0.0002452216,0.0005815168,0.00003819054,0.0008092262,0.001104357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005833652,0.002741138,0.5634738,0.0008512856,0.0009225883,0.0006495356,0.0004732765,0.002850254,0.002369302,0.002502759,0.05951312,0.3578193],"study_design_scores_gemma":[0.0009898428,0.0006214769,0.9776595,0.0005388089,0.0006931932,0.0003467224,0.0007972695,0.00319748,0.0005666145,0.0007937266,0.01373525,0.00005999599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163038,0.01835541,0.0008090937,0.02555599,0.0004917698,0.0002712001,0.004111947,0.0001990135,0.03390191],"genre_scores_gemma":[0.9924173,0.00236623,0.00117591,0.00211992,0.0001158568,0.00002357735,0.0006574216,0.00002530221,0.001098487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08241308,"threshold_uncertainty_score":0.1657968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699204129497327,"score_gpt":0.2659122829840071,"score_spread":0.2489202416890338,"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."}}