{"id":"W2023468531","doi":"10.1038/nrneph.2009.42","title":"Cardiovascular risk and management in chronic kidney disease","year":2009,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Kidney disease; Intensive care medicine; Disease; Dialysis; Epidemiology; Population; Risk assessment; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00146195,0.001179221,0.003011632,0.002624407,0.0002956373,0.001334012,0.0009544406,0.001608828,0.003776355],"category_scores_gemma":[0.003333034,0.0003804936,0.0008283889,0.002640328,0.0005368466,0.001398901,0.0008794608,0.00260215,0.001432936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007760536,"about_ca_system_score_gemma":0.001833045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151843,"about_ca_topic_score_gemma":0.004939897,"domain_scores_codex":[0.9993995,0.0001296819,0.0001360477,0.00006678802,0.0002314609,0.00003649128],"domain_scores_gemma":[0.9984807,0.0008891996,0.0002776463,0.00002347383,0.0002375811,0.00009133163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009872767,0.0000971456,0.0003615219,0.01982976,0.0002316051,0.0001192603,0.00004140631,0.0002613812,0.0002367843,0.00131146,0.04403092,0.9333801],"study_design_scores_gemma":[0.0002124115,0.0002888912,0.005236105,0.03702786,0.001470691,0.001720098,0.0001427819,0.000384627,0.0002185481,0.004395328,0.9488351,0.00006767598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004666911,0.9987566,0.00006617203,0.0003780366,0.0003228521,0.000003934278,0.00001028564,0.000004503574,0.0004109468],"genre_scores_gemma":[0.0005265833,0.9979274,0.0001626805,0.0004206725,0.0007046329,0.000007705439,0.00001785813,9.060349e-7,0.0002314584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003776355,"threshold_uncertainty_score":0.01263314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674879460086247,"score_gpt":0.3144596735949511,"score_spread":0.2977108789940887,"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."}}