{"id":"W2136945704","doi":"10.1093/ndt/gfq244","title":"Creating a model for improved chronic kidney disease care: designing parameters in quality, efficiency and accountability","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Medicine; Accountability; Kidney disease; Quality (philosophy); Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05882431,0.001095839,0.0009822835,0.001559283,0.002137469,0.007892204,0.002580096,0.002132116,0.003192208],"category_scores_gemma":[0.06708708,0.0005046194,0.001443768,0.001593107,0.00615054,0.007218682,0.006013116,0.002311321,0.0003209781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01507828,"about_ca_system_score_gemma":0.02827692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007557624,"about_ca_topic_score_gemma":0.008623213,"domain_scores_codex":[0.9417368,0.04871562,0.001284431,0.002542445,0.00376024,0.001960519],"domain_scores_gemma":[0.9567272,0.02634201,0.005367344,0.004653329,0.003686247,0.003223859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00285315,0.007207756,0.1265478,0.003485044,0.001293169,0.0002832919,0.01391396,0.1697943,0.005085297,0.3587759,0.01249541,0.2982648],"study_design_scores_gemma":[0.004271657,0.01927845,0.06655383,0.004010302,0.001653217,0.0003464755,0.01803838,0.3243311,0.0070513,0.4682938,0.0855106,0.0006608897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4226078,0.001525626,0.4776678,0.04432684,0.0005701159,0.0120328,0.0005982037,0.001098359,0.03957243],"genre_scores_gemma":[0.7473761,0.0004737104,0.2445212,0.001368038,0.00006241856,0.005208144,0.0001607528,0.0000515347,0.0007781021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05882431,"threshold_uncertainty_score":0.3110964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168510864189635,"score_gpt":0.2996870625944392,"score_spread":0.2828359761754757,"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."}}