{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007441675,0.0001636403,0.000503384,0.0002840595,0.00005884145,0.000005759887,0.0000458906,0.0000524728,0.0002114781],"category_scores_gemma":[0.001367968,0.0001147779,0.00002150992,0.0005560871,0.0001096517,0.0001266918,0.00003728214,0.0001624698,0.00002601568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002958777,"about_ca_system_score_gemma":0.00007675294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000360451,"about_ca_topic_score_gemma":0.00006682262,"domain_scores_codex":[0.99866,0.00007071992,0.000316195,0.000340715,0.000413745,0.0001986543],"domain_scores_gemma":[0.9990434,0.0001285163,0.00005557132,0.0002308964,0.00007029244,0.0004713279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034742,0.0001258066,0.9888831,0.00002801879,0.00007174326,0.00007843749,0.0004387831,8.583431e-7,0.002466409,0.0001548019,0.005732869,0.001915638],"study_design_scores_gemma":[0.005280312,0.0003456992,0.9844092,0.000130767,0.0001384697,0.00002035145,0.001100375,0.0003791088,0.0001270749,0.0000260379,0.007941557,0.0001011075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852668,0.0002160677,0.000006392594,0.01267199,0.0002681101,0.0006699836,0.00001249729,0.00009873428,0.0007894378],"genre_scores_gemma":[0.9894022,0.0004582882,0.00007463278,0.007846361,0.0001801097,0.00006969576,0.0001875215,0.00001734445,0.001763831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005176838,"threshold_uncertainty_score":0.4680507,"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."}}