{"id":"W4317934621","doi":"10.1161/circheartfailure.122.010111","title":"Urinary cGMP (Cyclic Guanosine Monophosphate)/BNP (B-Type Natriuretic Peptide) Ratio, Sacubitril/Valsartan, and Outcomes in Heart Failure With Reduced Ejection Fraction: An Analysis of the PARADIGM-HF Trial","year":2023,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"British Heart Foundation","keywords":"Natriuretic peptide; Medicine; Ejection fraction; Heart failure; Internal medicine; Cyclic guanosine monophosphate; Cardiology; Sacubitril, Valsartan; Sacubitril; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000487989,0.0003422138,0.001062622,0.0008852264,0.0002463415,0.00006649629,0.00008495175,0.0002319271,0.0001871994],"category_scores_gemma":[0.0001310082,0.0002517559,0.0002611646,0.003608644,0.0001097984,0.0004151565,0.00004588266,0.0003112493,0.00003464245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879348,"about_ca_system_score_gemma":0.0001534276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002738865,"about_ca_topic_score_gemma":0.0003575184,"domain_scores_codex":[0.997403,0.0002741212,0.0006849227,0.0006341774,0.0006319706,0.0003718296],"domain_scores_gemma":[0.9985351,0.0001724079,0.0002154874,0.0007387953,0.0001663544,0.0001718704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002959024,0.000628508,0.9740274,0.0001180654,0.000935034,0.00002591804,0.0004447764,0.004233966,0.009959364,0.0002761374,0.006257369,0.0001344686],"study_design_scores_gemma":[0.01210409,0.0009818641,0.9607216,0.0001093182,0.001857824,0.00003473629,0.0006494125,0.007492844,0.001026352,0.00009043019,0.01462859,0.0003029683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643043,0.0001080752,0.00007800528,0.03294325,0.0002222673,0.002150959,0.000008899024,0.0001585522,0.00002571739],"genre_scores_gemma":[0.9977863,0.00002490392,0.0008940788,0.0002801584,0.0001314104,0.0001170447,0.000253745,0.00004178879,0.0004705372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03348206,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218218978761305,"score_gpt":0.2950843449878137,"score_spread":0.2729021552002006,"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."}}