{"id":"W3163624102","doi":"10.1161/circ.142.suppl_3.16658","title":"Abstract 16658: Serum Potassium and Risk of Death in Patients With HFpEF: An Analysis of PARAGON-HF","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Potassium; Heart failure; Ejection fraction; Heart failure with preserved ejection fraction; Hyperkalemia; Context (archaeology); Renal function; Proportional hazards model","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":[0.002104761,0.0005251945,0.001462944,0.0004570394,0.0002015237,0.0005366622,0.000467049,0.0004335864,0.002093737],"category_scores_gemma":[0.002058221,0.0003394786,0.002448057,0.0004668013,0.0002075741,0.0004615618,0.0006992656,0.0006004783,0.0001642537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906677,"about_ca_system_score_gemma":0.0003606449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857261,"about_ca_topic_score_gemma":0.001678929,"domain_scores_codex":[0.9991135,0.0004333029,0.00009140546,0.0001745497,0.0001154582,0.00007182562],"domain_scores_gemma":[0.998904,0.0003528659,0.0002943764,0.0001854343,0.00008641445,0.0001768766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03767911,0.0001702071,0.9469541,0.0003187106,0.006381506,0.0002414571,0.00007268015,0.0008963592,0.001274364,0.0001267498,0.00110839,0.004776258],"study_design_scores_gemma":[0.00191083,0.002756859,0.9882075,0.00003224521,0.002464128,0.0003827541,0.00006851852,0.003082449,0.0002270523,0.0001886371,0.0006561832,0.00002286196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976392,0.0008296827,0.0002725974,0.00006262278,0.00002013971,0.00001975543,0.000976446,0.000010447,0.0001690878],"genre_scores_gemma":[0.9978105,0.000125022,0.000226087,0.000038719,0.00004388927,0.00002518417,0.001484705,0.000003879664,0.0002418946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002104761,"threshold_uncertainty_score":0.01113117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082004049655733,"score_gpt":0.2341887279746668,"score_spread":0.2233686874781095,"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."}}