{"id":"W4396998494","doi":"10.1681/asn.20203110s1192b","title":"Metabolic Acidosis and Progression to Renal Replacement Therapy","year":2020,"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":"Renal replacement therapy; Metabolic acidosis; Medicine; Intensive care medicine; Acidosis; Nephrology; Internal 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":[0.001246577,0.0001595478,0.0003408189,0.0005169186,0.000288097,0.0008966129,0.0003354627,0.0002717364,0.002303746],"category_scores_gemma":[0.00660797,0.00009555359,0.0007152154,0.0008118806,0.0001958513,0.0003613991,0.0006002162,0.0008934618,0.0002015577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004837647,"about_ca_system_score_gemma":0.0008122114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598363,"about_ca_topic_score_gemma":0.00259921,"domain_scores_codex":[0.999027,0.0002828159,0.0001489079,0.0001348109,0.0002817324,0.000124677],"domain_scores_gemma":[0.9933149,0.001453349,0.004099392,0.0001586416,0.000412137,0.0005614646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165011,0.00004366301,0.9948385,0.00006910346,0.0001377932,0.00008557015,0.0000339461,0.0001683153,0.00006084962,0.00007042105,0.0002211642,0.003954091],"study_design_scores_gemma":[0.00001600485,0.0001416114,0.99684,0.00008664511,0.0001395011,0.0008736987,0.00008338334,0.0007790115,0.00007791403,0.000200718,0.0007551612,0.000006367912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877308,0.006432615,0.0005387873,0.0008213732,0.00003752644,0.00002987728,0.00144015,0.00002057127,0.002948229],"genre_scores_gemma":[0.9982253,0.0008117328,0.0001705555,0.00006649054,0.00003198671,0.000007185952,0.0005188524,0.000002120502,0.0001658328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003598363,"threshold_uncertainty_score":0.007706821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262549880463643,"score_gpt":0.3063805112088577,"score_spread":0.2837550124042213,"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."}}