{"id":"W4312118154","doi":"10.1002/ehf2.14268","title":"Potassium Reduction with Sodium Zirconium Cyclosilicate in Patients with Heart Failure","year":2022,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Servier; University of Glasgow; Alnylam Pharmaceuticals; Novo Nordisk; Cytokinetics; Sanofi; Amgen; National Heart, Lung, and Blood Institute; Pfizer; AstraZeneca; Eli Lilly and Company; GlaxoSmithKline","keywords":"Heart failure; Medicine; Potassium; Sodium; Reduction (mathematics); Zirconium; Cardiology; Internal medicine; Metallurgy; Materials science","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":[0.0002089863,0.0003345824,0.0004809712,0.0003231608,0.0003453135,0.00003202764,0.0001243778,0.0001801451,0.0004590818],"category_scores_gemma":[0.00001399345,0.0002548452,0.00009956425,0.0009074842,0.0001607895,0.00019464,0.00008519486,0.001228632,0.00009350017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326199,"about_ca_system_score_gemma":0.0003188465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001415508,"about_ca_topic_score_gemma":0.00007082442,"domain_scores_codex":[0.9974862,0.0001525339,0.0003412801,0.0006349471,0.0007387975,0.0006462961],"domain_scores_gemma":[0.9989526,0.00001896089,0.00009908716,0.0005446592,0.0001142492,0.0002704402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003209003,0.002196944,0.7135143,0.0001664325,0.0001981674,0.00005519217,0.0008414741,0.0007602372,0.009308831,0.00009069401,0.2694519,0.0002067573],"study_design_scores_gemma":[0.01503959,0.00362932,0.3900644,0.0002161105,0.0002248649,0.0004082658,0.002808708,0.00007331292,0.002438306,0.0000445215,0.5842392,0.0008133278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392325,0.000109666,0.00001031928,0.05828555,0.0002325948,0.001108699,0.00002908337,0.0001806871,0.0008109185],"genre_scores_gemma":[0.9951954,0.000002985785,0.0018612,0.001332749,0.0001068991,0.0001793418,0.0002457295,0.00007911813,0.0009965085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3234499,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003974737299650434,"score_gpt":0.2017084017758997,"score_spread":0.1977336644762493,"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."}}