{"id":"W4402831316","doi":"10.1016/j.jchf.2024.08.003","title":"Patiromer for Heart Failure Medication Optimization in Patients With Current or Past Hyperkalemia","year":2024,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hyperkalemia; Medicine; Heart failure; Ejection fraction; Aldosterone; MRAS; Mineralocorticoid receptor; Internal medicine; Cardiology; Renin–angiotensin system; Mineralocorticoid; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001600226,0.0002185411,0.0003128487,0.000266817,0.00007641801,0.00004324795,0.00005907377,0.0002349148,0.0003402055],"category_scores_gemma":[0.00008214211,0.0001411953,0.0000877666,0.000548178,0.00005826888,0.0001956415,0.00001967645,0.0003997435,0.00006942457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116873,"about_ca_system_score_gemma":0.0002632404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001467423,"about_ca_topic_score_gemma":0.00005236778,"domain_scores_codex":[0.9984812,0.00004200093,0.0003392697,0.0004165975,0.0003776046,0.0003433999],"domain_scores_gemma":[0.9993172,0.00008340761,0.00004397544,0.0002455485,0.0001330643,0.0001768058],"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":[0.0009015939,0.0008996067,0.2755238,0.001283443,0.0001537586,0.00001066459,0.0007507459,0.001754884,0.0001761254,0.00007237819,0.7071046,0.01136843],"study_design_scores_gemma":[0.006603551,0.0008738573,0.09870172,0.001652991,0.0002290508,0.0000274548,0.0002727561,0.009115718,0.00007412116,0.00002854883,0.8820156,0.0004046673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7930146,0.003999466,0.01664473,0.1741264,0.002244018,0.008451475,0.0002426772,0.0008879559,0.0003886536],"genre_scores_gemma":[0.9763447,0.00005948224,0.02050326,0.0007647406,0.0003517599,0.0003238154,0.001195346,0.00009373111,0.0003631771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833301,"threshold_uncertainty_score":0.5757775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007741156897698198,"score_gpt":0.2595709815376934,"score_spread":0.2518298246399951,"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."}}