{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008950011,0.000260583,0.0004723117,0.0007277725,0.0003756797,0.00008267022,0.0002819785,0.00009299107,0.0007598901],"category_scores_gemma":[0.004624595,0.0001884845,0.0002377442,0.0007031636,0.000994139,0.00007109142,0.0006585029,0.0003669303,0.0001292646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006982094,"about_ca_system_score_gemma":0.0009774952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000636741,"about_ca_topic_score_gemma":0.00001053099,"domain_scores_codex":[0.9955238,0.0003499422,0.0003916109,0.0007529442,0.001989947,0.0009917989],"domain_scores_gemma":[0.9945718,0.0006282915,0.00005773808,0.0004086611,0.0001529722,0.004180562],"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":[0.001615851,0.0007427316,0.006253094,0.003285633,0.003125571,0.001930037,0.003849246,5.162943e-7,0.0006796151,0.006898304,0.8715869,0.1000325],"study_design_scores_gemma":[0.01138607,0.001474986,0.04250305,0.002081058,0.0008748765,0.00001171169,0.005941252,0.002379847,0.001264312,0.004600157,0.9270877,0.0003950358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1949225,0.002111154,0.01071293,0.5427433,0.001585365,0.02459279,0.004571074,0.001269242,0.2174916],"genre_scores_gemma":[0.7112762,0.02156602,0.01406356,0.0325204,0.00297833,0.00911595,0.02095541,0.0004394225,0.1870847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5163537,"threshold_uncertainty_score":0.8320264,"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."}}