{"id":"W4396991975","doi":"10.1681/asn.20213210s1381a","title":"Higher Risk of Incident Kidney Stones in Patients with Metabolic Acidosis and CKD","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Metabolic acidosis; Medicine; Kidney stones; Kidney disease; Acidosis; Internal medicine; Urology; 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":[0.0001839326,0.00008327421,0.0005564681,0.00003774148,0.00002350737,0.00000221287,0.00007554351,0.00003306439,0.00003480786],"category_scores_gemma":[0.00008159311,0.00004806286,0.0002022328,0.0003263085,0.0004200122,0.00004310377,0.00004711455,0.0002475703,3.331392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002272961,"about_ca_system_score_gemma":0.0001477032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009714522,"about_ca_topic_score_gemma":0.000003020749,"domain_scores_codex":[0.9990758,0.0001381816,0.0003364681,0.00008721415,0.0002530529,0.0001092666],"domain_scores_gemma":[0.9984292,0.00007321553,0.000982605,0.0001552565,0.0002777916,0.00008190644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007957979,0.0002208377,0.9577685,0.00002551577,0.0004536576,0.000003989237,0.0002687423,0.00002203017,0.03295296,0.000009034819,0.005591326,0.001887592],"study_design_scores_gemma":[0.002273439,0.0006191962,0.9823536,0.00006112958,0.0002474044,0.00004826852,0.000279377,0.00001152316,0.004264639,0.00002624796,0.009774578,0.00004065183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936792,0.0005700082,0.00003811148,0.005551883,0.00007030537,0.00005682522,0.000007931845,0.000001669974,0.00002411072],"genre_scores_gemma":[0.9866838,0.001253193,0.002152247,0.009755176,0.00006455206,7.756497e-7,9.588317e-7,0.000007545655,0.00008167653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02868832,"threshold_uncertainty_score":0.1959946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006572965666478805,"score_gpt":0.2386339191246043,"score_spread":0.2320609534581255,"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."}}