{"id":"W4386890866","doi":"10.1016/j.kint.2023.07.016","title":"Prioritizing water stewardship in kidney replacement therapies","year":2023,"lang":"en","type":"letter","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Island Health","funders":"","keywords":"Stewardship (theology); Dialysis; Hemodialysis; Resource (disambiguation); Intensive care medicine; Grassroots; Water treatment; Business; Natural resource; Environmental science; Environmental economics; Medicine; Computer science; Environmental engineering; Internal medicine; Political science; Economics; Law","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":[0.007589374,0.0007326675,0.00133152,0.001028639,0.008659703,0.008590679,0.002018201,0.0865396,0.01336393],"category_scores_gemma":[0.04223708,0.0009455591,0.001575536,0.001075553,0.004156039,0.005446647,0.004555666,0.05792583,0.004530775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01078963,"about_ca_system_score_gemma":0.0271342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03037863,"about_ca_topic_score_gemma":0.06028534,"domain_scores_codex":[0.9912809,0.002962644,0.001029012,0.0006792598,0.001641536,0.002406778],"domain_scores_gemma":[0.9724168,0.01321868,0.001479474,0.0003612846,0.003360416,0.009163301],"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":[0.0000796251,0.00009650188,0.001968133,0.00007866736,0.00002646303,0.002904525,0.0004210148,0.0002051009,0.0003447425,0.007295304,0.9716996,0.01488019],"study_design_scores_gemma":[0.0003019866,0.0001667251,0.00454583,0.0008999808,0.0000823284,0.002834691,0.002338674,0.002115977,0.0003990243,0.03652956,0.949637,0.0001481265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003864423,0.0002159327,0.00007087921,0.9931719,0.003645654,0.000008007152,0.00001805985,0.00001006016,0.00247313],"genre_scores_gemma":[0.005227325,0.0004090008,0.0003407741,0.975418,0.01405745,0.00003707579,0.00001767172,0.00001910729,0.004473559],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0865396,"threshold_uncertainty_score":0.07828462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411975247317753,"score_gpt":0.2855933383015412,"score_spread":0.2614735858283637,"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."}}