{"id":"W3179081715","doi":"10.1016/j.kint.2021.06.028","title":"Harmonizing acute and chronic kidney disease definition and classification: report of a Kidney Disease: Improving Global Outcomes (KDIGO) Consensus Conference","year":2021,"lang":"en","type":"article","venue":"Kidney International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":524,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Kyowa Hakko Kirin; Academy of Medical Sciences; Baxter International","keywords":"Kidney disease; Intensive care medicine; Medicine; Acute kidney injury; Disease; Renal function; Nephrology; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002870372,0.0002992919,0.0004344666,0.0001526316,0.0001441734,0.0001444245,0.0001880839,0.0001145254,0.0008263307],"category_scores_gemma":[0.01207569,0.000291165,0.0001479084,0.0002386312,0.0004655784,0.0002242722,0.0003306259,0.0002992938,0.00002133976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004079088,"about_ca_system_score_gemma":0.008699944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002889292,"about_ca_topic_score_gemma":0.00000263893,"domain_scores_codex":[0.9971225,0.00009293784,0.0006975326,0.0007638246,0.0009503925,0.0003727935],"domain_scores_gemma":[0.9941998,0.0001120375,0.0003352871,0.0005641627,0.001070829,0.003717946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00123645,0.0005445664,0.7064779,0.001063644,0.001573127,0.005480712,0.0001452467,2.25606e-7,0.0479706,0.02570474,0.2066044,0.003198395],"study_design_scores_gemma":[0.01440383,0.0003341713,0.8177898,0.002245705,0.002297036,0.005239101,0.0003409169,0.01656911,0.005877758,0.006220705,0.1275303,0.001151607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3243316,0.001384902,0.003685151,0.6111879,0.002310118,0.001754912,0.03035072,0.0003507011,0.02464406],"genre_scores_gemma":[0.9785674,0.0004008497,0.004772435,0.007186608,0.0002931126,0.0001166287,0.005732763,0.00003870913,0.002891444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6542359,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07090152091114264,"score_gpt":0.3448318376557291,"score_spread":0.2739303167445865,"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."}}