{"id":"W4406071544","doi":"10.1016/j.lanwpc.2024.101275","title":"Characteristics of patients with undiagnosed stage 3 chronic kidney disease: results from an observational study (REVEAL-CKD) in China","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Western Pacific","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Project 211; National Natural Science Foundation of China; AstraZeneca","keywords":"Observational study; Kidney disease; Stage (stratigraphy); China; Medicine; End-stage kidney disease; Disease; Internal medicine; Intensive care medicine; History; Biology","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":[0.0004414947,0.0002415669,0.0006931677,0.000123054,0.0001193703,0.00002261052,0.0002514104,0.00005182765,0.00002908535],"category_scores_gemma":[0.0002098568,0.0001661153,0.00005989083,0.0003621877,0.0001469971,0.0001251376,0.00004702655,0.0002838415,0.000006921024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979309,"about_ca_system_score_gemma":0.003145376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005773305,"about_ca_topic_score_gemma":0.0002467423,"domain_scores_codex":[0.9975657,0.0002593974,0.0006958731,0.0004682806,0.000566136,0.0004446146],"domain_scores_gemma":[0.9977736,0.0002767689,0.0004512951,0.000905548,0.0001185528,0.0004742192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004442137,0.00192581,0.9863069,0.0005000035,0.00008418365,0.00001506023,0.0006232675,0.000009906784,0.000002423155,0.0001473991,0.004851155,0.001091772],"study_design_scores_gemma":[0.01185335,0.0007534216,0.9813306,0.001137083,0.00007585413,1.63171e-7,0.000159815,0.0001098309,0.000001698648,0.0001577866,0.004281032,0.000139386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977263,0.0005602554,0.000008220877,0.0165468,0.0001290405,0.001494011,0.003829319,0.00004448587,0.0001248074],"genre_scores_gemma":[0.9893261,0.0002024474,0.00002783952,0.003442287,0.0003236627,0.00008578518,0.006105372,0.00002061428,0.0004658966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310452,"threshold_uncertainty_score":0.6773986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0673016090154276,"score_gpt":0.3540557651059847,"score_spread":0.2867541560905571,"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."}}