{"id":"W2087809772","doi":"10.1016/s0025-6196(11)61102-6","title":"Emergency Management and Commonly Encountered Outpatient Scenarios in Patients With Hyperkalemia","year":2007,"lang":"en","type":"review","venue":"Mayo Clinic Proceedings","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Hyperkalemia; Intensive care medicine; Emergency medicine; Medical emergency; Internal medicine","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":[0.000339208,0.0008619764,0.001516981,0.00266788,0.0003284164,0.0009594986,0.0009390819,0.001090766,0.001907824],"category_scores_gemma":[0.002035371,0.0002995398,0.0007204696,0.001941648,0.000325117,0.001158823,0.0005194561,0.001185091,0.0006408494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004374462,"about_ca_system_score_gemma":0.001031936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594022,"about_ca_topic_score_gemma":0.004571839,"domain_scores_codex":[0.9996784,0.00005538709,0.0000876435,0.00004675818,0.0000884943,0.00004335752],"domain_scores_gemma":[0.9994004,0.0002838903,0.0001426667,0.000008963953,0.0001077816,0.0000562992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002015364,0.0002188318,0.0177781,0.01567745,0.0002841618,0.01269074,0.0002739763,0.0005554114,0.0008682695,0.0007716866,0.03625447,0.9144254],"study_design_scores_gemma":[0.0002119418,0.0005854522,0.125462,0.0607073,0.002227526,0.2692183,0.002479115,0.001581102,0.001565738,0.003222625,0.5324335,0.0003054801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002562116,0.9936313,0.0004769161,0.0005732623,0.0002541183,0.00001502459,0.00005516641,0.00002623656,0.00240584],"genre_scores_gemma":[0.01557907,0.9810817,0.001461959,0.0005717899,0.0006104646,0.00001813092,0.0001568727,0.000004910149,0.0005150338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00266788,"threshold_uncertainty_score":0.006382287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03510055065586159,"score_gpt":0.3246941997819529,"score_spread":0.2895936491260913,"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."}}