{"id":"W4309358056","doi":"10.1002/9781119105954.ch42","title":"General Management of the Hemodialysis Patient","year":2022,"lang":"en","type":"other","venue":"","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Impact; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Hemodialysis; Hyperkalemia; Intensive care medicine; Dialysis; Blood pressure; Dieticians; Internal medicine; Nursing","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":[0.0001691472,0.0002212777,0.0002073119,0.000239062,0.0008210451,0.0004719695,0.0002206638,0.0008399628,0.02735153],"category_scores_gemma":[0.0007974838,0.00006092304,0.0001653302,0.0001948271,0.0001888531,0.0004268126,0.0005979639,0.001020921,0.007781519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005871212,"about_ca_system_score_gemma":0.0008086505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00197806,"about_ca_topic_score_gemma":0.004234488,"domain_scores_codex":[0.9998965,0.00002218516,0.000009189975,0.00001457024,0.00003425233,0.00002334955],"domain_scores_gemma":[0.9998337,0.00001461961,0.00001460597,0.000005007045,0.00003321836,0.00009873015],"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":[0.0000784116,0.0003231284,0.01520016,0.0005411752,0.00001906349,0.009801484,0.0009759063,0.0002122912,0.001891529,0.004666172,0.6694114,0.2968793],"study_design_scores_gemma":[0.00002444873,0.0001928585,0.02243011,0.001116361,0.00001683935,0.02310473,0.0007168853,0.0001854064,0.0002765011,0.00291367,0.9490037,0.00001848031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.051971,0.06476577,0.004444218,0.103304,0.006157676,0.0004314643,0.001404861,0.0009043126,0.7666167],"genre_scores_gemma":[0.3108452,0.1480392,0.01449214,0.1041012,0.01077068,0.000567435,0.001918874,0.0003160928,0.4089493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02735153,"threshold_uncertainty_score":0.09149998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005106574454014604,"score_gpt":0.2125767292360793,"score_spread":0.2074701547820647,"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."}}