{"id":"W2066647979","doi":"10.1038/ki.2009.158","title":"When laboratories report estimated glomerular filtration rates in addition to serum creatinines, nephrology consults increase","year":2009,"lang":"en","type":"article","venue":"Kidney International","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; University of Alberta; University of Ottawa; Sunnybrook Health Science Centre; University of Calgary; Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research","keywords":"Nephrology; Renal function; Medicine; Urology; Internal medicine; Intensive care medicine","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":[0.006113763,0.0008574553,0.001274369,0.005930651,0.001096984,0.003863785,0.001241263,0.002871822,0.01374275],"category_scores_gemma":[0.07480433,0.0005211363,0.001792615,0.004490927,0.0007361026,0.002359958,0.001864293,0.004536515,0.004302032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003908863,"about_ca_system_score_gemma":0.003031581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0136616,"about_ca_topic_score_gemma":0.01669672,"domain_scores_codex":[0.9709561,0.006960889,0.003088988,0.00202637,0.01365611,0.003311697],"domain_scores_gemma":[0.8744877,0.04610205,0.04983704,0.003250969,0.01641863,0.009903636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001190744,0.0005541187,0.8788071,0.0003159313,0.0003263183,0.002525957,0.000507744,0.0005187466,0.002906685,0.0008051913,0.04438432,0.06715704],"study_design_scores_gemma":[0.0001301565,0.0005420661,0.9348167,0.0004897315,0.0007733275,0.01114226,0.002739588,0.003992901,0.007474935,0.001696813,0.03607685,0.0001245131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125761,0.01702249,0.01020603,0.04610364,0.004512662,0.0003148035,0.009709914,0.005603297,0.09395115],"genre_scores_gemma":[0.9656672,0.002522386,0.006107707,0.0154591,0.002082037,0.000104859,0.002870564,0.0002993028,0.004886921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374275,"threshold_uncertainty_score":0.04597408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234743297939807,"score_gpt":0.3042501855716996,"score_spread":0.2919027525923015,"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."}}