{"id":"W4246989157","doi":"10.1053/j.ajkd.2014.01.174","title":"RISK STRATIFICATION BASED ON EGFR AND ALBUMINURIA IN AN EXISTING CKD POPULATION -IMPLICATIONS FOR FUNDING IN ONTARIO","year":2014,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Albuminuria; Risk stratification; Stratification (seeds); Population; Renal function; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002449875,0.0002532249,0.0005779741,0.00110896,0.003655336,0.002042167,0.001861292,0.0006907587,0.002675071],"category_scores_gemma":[0.01303191,0.0003639965,0.0007948463,0.003265,0.001155552,0.000863765,0.001692924,0.0008752504,0.0001819146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04808482,"about_ca_system_score_gemma":0.09597368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863556,"about_ca_topic_score_gemma":0.9947457,"domain_scores_codex":[0.9974344,0.0005120393,0.0002166367,0.0002213365,0.0007416817,0.0008738613],"domain_scores_gemma":[0.989911,0.001387871,0.001739028,0.0003472713,0.003021511,0.003593157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005271648,0.0001597393,0.967177,0.0001246058,0.00008888781,0.0004179884,0.003550271,0.0004359883,0.0002187822,0.001540238,0.006057456,0.01970172],"study_design_scores_gemma":[0.0001279759,0.00007127523,0.9911606,0.0001505824,0.0001199137,0.0001065148,0.003367866,0.001215238,0.00007917472,0.0005436619,0.003031904,0.0000253088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741573,0.001194435,0.0003262556,0.01155304,0.0000752532,0.0001844431,0.002325146,0.00002123452,0.01016292],"genre_scores_gemma":[0.9959601,0.0006126789,0.0007023982,0.0003419665,0.00004012767,0.00006040473,0.0004885985,0.000009826227,0.001784053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04808482,"threshold_uncertainty_score":0.3488814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947554404762116,"score_gpt":0.3504843247207753,"score_spread":0.3110087806731542,"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."}}