{"id":"W2042654081","doi":"10.1053/j.ajkd.2008.06.023","title":"Variability and Risk Factors for Kidney Disease Progression and Death Following Attainment of Stage 4 CKD in a Referred Cohort","year":2008,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":268,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Renal function; Kidney disease; Dialysis; Blood pressure; Retrospective cohort study; Cohort; Nephrology; Diabetes mellitus; Endocrinology","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":[0.0008458856,0.0002741458,0.0004932889,0.001015311,0.0008379591,0.001047786,0.0008106129,0.001149765,0.001401267],"category_scores_gemma":[0.005156569,0.000425392,0.0007092617,0.001137701,0.0004254362,0.0006218532,0.0005957283,0.001134257,0.0002899385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007730065,"about_ca_system_score_gemma":0.0007473578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05111657,"about_ca_topic_score_gemma":0.03174495,"domain_scores_codex":[0.9992496,0.0002315225,0.00006321118,0.0001946195,0.0001148143,0.0001460562],"domain_scores_gemma":[0.9975786,0.0006912176,0.0006100107,0.0002912982,0.0003196186,0.0005091656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002205324,0.0001097361,0.9979879,0.000003268542,0.00007061166,0.0002603663,0.0003996266,0.00007685786,0.0003186232,0.00003250666,0.0001067681,0.0004133366],"study_design_scores_gemma":[0.000009051408,0.00008536776,0.9987997,0.000001616304,0.00002883516,0.0002108136,0.0004107596,0.000365586,0.0000213008,0.00002682887,0.00003374327,0.000006493362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999687,0.0000389416,0.00003817384,0.00003119924,0.00000230476,0.000002927812,0.00008845929,0.000003161867,0.0001078324],"genre_scores_gemma":[0.9996917,0.00002348247,0.00002862026,0.0000189309,0.000007168507,0.000003446281,0.0001213391,0.000002050418,0.0001033814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05111657,"threshold_uncertainty_score":0.1016381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423777852870764,"score_gpt":0.2966745987026568,"score_spread":0.2824368201739492,"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."}}