{"id":"W4323321527","doi":"10.1016/j.xkme.2023.100622","title":"Metabolic Acidosis and Adverse Outcomes and Costs in CKD: An Observational Cohort Study","year":2023,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Netherlands Leprosy Relief; Fondation Sanofi Espoir","keywords":"Medicine; Metabolic acidosis; Renal function; Kidney disease; Dialysis; Internal medicine; Acidosis; Odds ratio; Cohort; 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":[0.002690763,0.000487956,0.0004444488,0.0008393851,0.0007886915,0.0009134067,0.0007987212,0.0007184469,0.001311097],"category_scores_gemma":[0.003604663,0.0005318343,0.001246959,0.001703029,0.0004838,0.0007238404,0.001017108,0.001008301,0.0001761098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004647009,"about_ca_system_score_gemma":0.000880389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087313,"about_ca_topic_score_gemma":0.01228111,"domain_scores_codex":[0.9983462,0.00056185,0.0002164791,0.000340323,0.0003171421,0.0002179827],"domain_scores_gemma":[0.9973207,0.0004323722,0.00130452,0.0004197831,0.0001908401,0.0003317276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003167142,0.0001174627,0.998295,0.00002293056,0.0003083507,0.00004642878,0.00004065134,0.00007881047,0.0001138707,0.00003067383,0.0001248888,0.0005042116],"study_design_scores_gemma":[0.00009933583,0.0002923047,0.9979048,0.00002511963,0.0002187272,0.0002634891,0.0001222542,0.0005988409,0.00005813791,0.0000706664,0.0003353035,0.00001107315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965597,0.0003532025,0.0003815631,0.00008321612,0.00001246155,0.00009781533,0.002250135,0.000004284635,0.0002575894],"genre_scores_gemma":[0.996865,0.000248652,0.0004711549,0.0001071009,0.00002872447,0.0001303542,0.001970197,0.000002663716,0.0001761133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087313,"threshold_uncertainty_score":0.02161968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05750711426190527,"score_gpt":0.3483412401695832,"score_spread":0.290834125907678,"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."}}