{"id":"W4403203500","doi":"10.1016/j.cjca.2024.08.151","title":"HYPERKALEMIA-RELATED HEART FAILURE THERAPY DISCONTINUATION AND ITS ASSOCIATION WITH ADVERSE OUTCOMES IN PATIENTS WITH HEART FAILURE: A POPULATION-BASED STUDY","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Discontinuation; Heart failure; Hyperkalemia; Adverse effect; Internal medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007878956,0.0004596228,0.0009634046,0.0008024012,0.0007443456,0.001335531,0.000600008,0.001213068,0.001522078],"category_scores_gemma":[0.002402709,0.0005616363,0.001760059,0.001825493,0.0004682085,0.001060533,0.0006739541,0.001731708,0.0002190534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005485686,"about_ca_system_score_gemma":0.0006021673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00729687,"about_ca_topic_score_gemma":0.0084543,"domain_scores_codex":[0.9992009,0.0001946985,0.0001037901,0.0002180583,0.0001258961,0.0001567297],"domain_scores_gemma":[0.9981782,0.0002971955,0.0007940551,0.0001554567,0.0001888189,0.0003861869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005380263,0.0001906558,0.9977422,0.00002618705,0.0005168433,0.00008399915,0.00007289306,0.00002581784,0.0001356096,0.00001434002,0.00008924206,0.0005642971],"study_design_scores_gemma":[0.00005305019,0.0002733668,0.9988482,0.000007986072,0.0002263487,0.0001582056,0.0001813518,0.0001195454,0.00001497703,0.00002261563,0.00008494034,0.000009485024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988758,0.0004339878,0.0000602408,0.00004802746,0.00001312148,0.00001212354,0.0002485347,0.000002833354,0.000305325],"genre_scores_gemma":[0.9993027,0.0001613683,0.00005025671,0.00006138748,0.00003068053,0.00001519882,0.0002740407,0.00000186869,0.0001024561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00729687,"threshold_uncertainty_score":0.01450878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00481439245766703,"score_gpt":0.2174573069947279,"score_spread":0.2126429145370609,"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."}}