{"id":"W4283824390","doi":"10.1002/ejhf.2612","title":"An international Delphi consensus regarding best practice recommendations for hyperkalaemia across the cardiorenal spectrum","year":2022,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Guideline; Heart failure; Intensive care medicine; Kidney disease; Delphi method; Discontinuation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2792267,0.001689041,0.001661815,0.007203207,0.00442077,0.005789768,0.003239995,0.004892815,0.004914953],"category_scores_gemma":[0.2737291,0.001428039,0.003977227,0.004204569,0.005735693,0.006670637,0.01517882,0.006411484,0.001500881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141017,"about_ca_system_score_gemma":0.04527695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005918524,"about_ca_topic_score_gemma":0.004369518,"domain_scores_codex":[0.6804034,0.2499575,0.03689865,0.005714945,0.01871487,0.008310652],"domain_scores_gemma":[0.7652847,0.1394078,0.01223135,0.00698764,0.06902068,0.007067753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008261662,0.0006731285,0.01874773,0.01844434,0.0006824681,0.001610421,0.3298858,0.004960198,0.005846586,0.03332144,0.112443,0.4725586],"study_design_scores_gemma":[0.001107858,0.001808851,0.03328975,0.08262876,0.0008187952,0.002811823,0.404645,0.01844157,0.004582426,0.08795215,0.360633,0.001279923],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2793993,0.01753706,0.2189443,0.3009725,0.009152248,0.08551229,0.003110432,0.0008348844,0.08453712],"genre_scores_gemma":[0.6214263,0.008996652,0.2902381,0.02405578,0.0006830107,0.04902269,0.001594944,0.0001845793,0.003797934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2792267,"threshold_uncertainty_score":0.8888417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310625020938745,"score_gpt":0.3240804341001018,"score_spread":0.3009741838907144,"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."}}