{"id":"W3202067378","doi":"10.1016/j.ahj.2021.09.014","title":"Stopping renin-angiotensin system inhibitors after hyperkalemia and risk of adverse outcomes","year":2021,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Johnson and Johnson; LEO Pharma Research Foundation; Vetenskapsrådet; Sanofi; Janssen Pharmaceuticals; AstraZeneca; Astellas Pharma US; Baxter International; Pfizer","keywords":"Hyperkalemia; Medicine; Internal medicine; Adverse effect; Myocardial infarction; Discontinuation; Mace; Cardiology","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":[0.004221315,0.0002447811,0.0007436458,0.0002838869,0.0001855547,0.0007556705,0.0003993235,0.0003880914,0.0006575788],"category_scores_gemma":[0.01022796,0.0001453573,0.0008562706,0.0005884582,0.0002381356,0.0003680756,0.0003210589,0.0007091032,0.00008428907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003494929,"about_ca_system_score_gemma":0.000656275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007841816,"about_ca_topic_score_gemma":0.0009096668,"domain_scores_codex":[0.9976512,0.001299209,0.0002443796,0.0002743602,0.0003321278,0.0001987623],"domain_scores_gemma":[0.9841703,0.006108404,0.007356585,0.0007312298,0.0004641309,0.001169392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01191793,0.0001969918,0.9752304,0.000156246,0.001510511,0.00008059614,0.00007255663,0.0004319717,0.0005647319,0.00005373537,0.0001935628,0.009590793],"study_design_scores_gemma":[0.0009115338,0.003054759,0.9924803,0.00005386334,0.001069893,0.0003623724,0.00003203073,0.0008700227,0.000536503,0.0002419528,0.0003733416,0.00001335443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976553,0.001542225,0.0002130176,0.00007814392,0.00001137097,0.00001578558,0.0002049305,0.000005981736,0.0002732138],"genre_scores_gemma":[0.9993143,0.0002294641,0.0001275098,0.00003561979,0.00001846221,0.00001057317,0.0002106671,0.000001998559,0.00005136773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004221315,"threshold_uncertainty_score":0.02232474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007145633606371059,"score_gpt":0.2497160514387796,"score_spread":0.2425704178324086,"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."}}