{"id":"W3160305111","doi":"10.1186/s12882-021-02385-z","title":"Metabolic acidosis is associated with increased risk of adverse kidney outcomes and mortality in patients with non-dialysis dependent chronic kidney disease: an observational cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Manitoba; Seven Oaks General Hospital","funders":"","keywords":"Medicine; Kidney disease; Internal medicine; Nephrology; Renal function; Dialysis; Renal replacement therapy; Metabolic acidosis; Proportional hazards model; Albuminuria; Cohort; Retrospective cohort study; Cohort study; Intensive care 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":[0.001825773,0.0003706768,0.0005902995,0.0007079202,0.0008209054,0.001075902,0.0006777837,0.000612521,0.001004857],"category_scores_gemma":[0.003413715,0.0005180362,0.001193851,0.001471236,0.0002833734,0.0006845983,0.0008333681,0.001073818,0.0001896095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005065406,"about_ca_system_score_gemma":0.000921867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319859,"about_ca_topic_score_gemma":0.01506681,"domain_scores_codex":[0.9989015,0.0003204288,0.0001405185,0.0002972996,0.0001818219,0.0001584292],"domain_scores_gemma":[0.9969766,0.0003673799,0.001360298,0.0004646602,0.0003446563,0.0004863894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645826,0.00004484946,0.9992493,0.000006865869,0.0001304761,0.00003374353,0.00004207788,0.00001483285,0.00006716547,0.000007698873,0.00006719295,0.0001712804],"study_design_scores_gemma":[0.00003885982,0.0001860412,0.9989098,0.000008933948,0.0001166587,0.0001912776,0.0001552015,0.00020345,0.00002347209,0.00001776741,0.0001421523,0.000006385554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987858,0.0001663691,0.0001085649,0.00004518224,0.000008476449,0.00002088053,0.0007356724,0.000002668907,0.0001263258],"genre_scores_gemma":[0.9986659,0.000114122,0.0001512501,0.00005355566,0.0000158474,0.00003284502,0.0008838335,0.000001957858,0.00008064236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319859,"threshold_uncertainty_score":0.02624351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166443581746223,"score_gpt":0.2678135068545186,"score_spread":0.2511691486798963,"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."}}