{"id":"W2076821544","doi":"10.1053/j.ajkd.2011.09.021","title":"Comparison of Concurrent Complications of CKD by 2 Risk Categorization Systems","year":2011,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Hypoalbuminemia; Hyperphosphatemia; Kidney disease; Proteinuria; Internal medicine; Hyperparathyroidism; Renal function; Anemia; Intensive care medicine; Gastroenterology; Kidney","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":[0.01165125,0.001185596,0.002349129,0.002465548,0.0004624495,0.001817336,0.00150849,0.001308753,0.005686441],"category_scores_gemma":[0.03396768,0.0005777695,0.004906281,0.001646655,0.0005130048,0.002751788,0.00206487,0.001454733,0.0004803904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007037001,"about_ca_system_score_gemma":0.001097329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006845933,"about_ca_topic_score_gemma":0.008808752,"domain_scores_codex":[0.9901928,0.005738216,0.0009880791,0.001044858,0.001127334,0.0009088073],"domain_scores_gemma":[0.9442142,0.04489294,0.004580265,0.001897026,0.003010238,0.00140523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07228196,0.0004928003,0.8883479,0.0004201035,0.007904853,0.000173813,0.0007015982,0.00256963,0.0007952902,0.000540771,0.001380129,0.02439125],"study_design_scores_gemma":[0.00138901,0.005735057,0.9752337,0.0001229977,0.003268719,0.0002385646,0.001625591,0.01020758,0.0004031001,0.0009073083,0.0007540783,0.0001143206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936823,0.001157904,0.001321269,0.0001795051,0.00009075594,0.0001202253,0.00194668,0.00003204372,0.001469279],"genre_scores_gemma":[0.9955739,0.000316428,0.001011412,0.00006372388,0.00005676081,0.00007763354,0.002439158,0.00002768709,0.0004333575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165125,"threshold_uncertainty_score":0.06161845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375764326862928,"score_gpt":0.3118384739437746,"score_spread":0.2880808306751453,"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."}}