{"id":"W4386369046","doi":"10.18103/mra.v11i8.4222","title":"Conservative Kidney Management and kidney Supportive Care: Essential Treatments for Kidney Failure","year":2023,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Conservative management; Intensive care medicine; Kidney; Nausea; Vomiting; Quality of life (healthcare); Kidney disease; Internal medicine; Surgery; 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":[0.003425994,0.0004800665,0.001055026,0.001149748,0.001158232,0.002608121,0.001145581,0.001871136,0.004761712],"category_scores_gemma":[0.01047721,0.0002364221,0.000693018,0.0009475839,0.00148266,0.00263228,0.002060679,0.004483172,0.001468512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165453,"about_ca_system_score_gemma":0.006099611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003437452,"about_ca_topic_score_gemma":0.01151863,"domain_scores_codex":[0.9956242,0.001601336,0.0007378293,0.0001907896,0.001641262,0.0002045381],"domain_scores_gemma":[0.9940513,0.002342427,0.001516336,0.0001577494,0.001276158,0.0006560831],"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":[0.0001156763,0.0002033476,0.002549771,0.01026261,0.000106696,0.0002875958,0.0004673961,0.000147185,0.0003842658,0.00931271,0.1210068,0.8551559],"study_design_scores_gemma":[0.00008908019,0.0002413621,0.01366356,0.04962086,0.0002168973,0.002491908,0.001065138,0.0001628461,0.000351353,0.008451915,0.9235796,0.00006550221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002171288,0.8641678,0.002572751,0.1023056,0.005118445,0.000114985,0.0001248307,0.0001004628,0.02332387],"genre_scores_gemma":[0.0205547,0.9324504,0.01141925,0.02508667,0.005288891,0.0001973082,0.0002462956,0.00003211092,0.004724459],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004761712,"threshold_uncertainty_score":0.01811862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318976922926316,"score_gpt":0.3757083212979875,"score_spread":0.3438106290053559,"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."}}