{"id":"W4220760683","doi":"10.1002/ejhf.2488","title":"Only people with increased plasma concentrations of natriuretic peptides should be included in outcome trials of diabetes, cardiovascular and kidney disease: implications for clinical practice","year":2022,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Sacubitril; Heart failure with preserved ejection fraction; Cardiology; Natriuretic peptide; Valsartan; Kidney disease; Clinical trial; Diabetes mellitus; Disease; Endocrinology; 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":[0.1784182,0.00163058,0.00747593,0.003618879,0.003806356,0.01409669,0.007315839,0.02512113,0.007459997],"category_scores_gemma":[0.4352456,0.001560132,0.002894282,0.004124828,0.01088415,0.01750869,0.004195065,0.02807463,0.00477677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005233048,"about_ca_system_score_gemma":0.009931555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003885019,"about_ca_topic_score_gemma":0.007245985,"domain_scores_codex":[0.8361563,0.1091375,0.02637876,0.00954497,0.01663403,0.002148359],"domain_scores_gemma":[0.4946785,0.3912411,0.0325794,0.01259509,0.04537452,0.02353143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008101314,0.0006272413,0.0105892,0.009560595,0.002120651,0.0005657533,0.002304821,0.0006804457,0.0009142567,0.02362262,0.6471732,0.2937399],"study_design_scores_gemma":[0.02321944,0.004017263,0.03115396,0.06289507,0.003993226,0.001483204,0.005108347,0.00560343,0.001376701,0.390213,0.4696917,0.001244682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001675846,0.04365209,0.002064014,0.9281724,0.02106513,0.0001934071,0.0002015121,0.000086793,0.002888846],"genre_scores_gemma":[0.04455348,0.04964371,0.02001204,0.7636024,0.1187174,0.001413488,0.0004108189,0.0002560489,0.001390701],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1784182,"threshold_uncertainty_score":0.9435771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0824136334599561,"score_gpt":0.3591604715071237,"score_spread":0.2767468380471675,"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."}}