{"id":"W3010100683","doi":"10.1097/mnh.0000000000000597","title":"Screening for chronic kidney disease","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Nephrology & Hypertension","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Seven Oaks General Hospital","funders":"","keywords":"Kidney disease; Medicine; Intensive care medicine; Triage; Dialysis; Psychological intervention; Nephrology; Disease; Health care; Diabetes mellitus; Internal medicine; Emergency medicine; Nursing","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":[0.001415466,0.001132258,0.00253708,0.00324222,0.0003049184,0.001314872,0.001486562,0.001464322,0.01034697],"category_scores_gemma":[0.006105928,0.0003328565,0.001582999,0.002530648,0.0004429524,0.001337518,0.001019553,0.001580803,0.003061009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007606093,"about_ca_system_score_gemma":0.002467898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161435,"about_ca_topic_score_gemma":0.003886638,"domain_scores_codex":[0.9989066,0.000245725,0.0002123699,0.000180817,0.0003806571,0.00007381704],"domain_scores_gemma":[0.9978731,0.001072425,0.0003479131,0.00003971059,0.0005629662,0.0001038249],"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":[0.00005488246,0.0000295573,0.0004302976,0.06177162,0.0003252437,0.00006618365,0.00004890988,0.000118901,0.0001342339,0.0009425572,0.07636001,0.8597176],"study_design_scores_gemma":[0.00005531427,0.00009403812,0.00397336,0.1209546,0.001207882,0.001643405,0.0001224224,0.0001148254,0.0001665571,0.00148765,0.8701395,0.00004041803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004549621,0.9980673,0.00006108933,0.0005268141,0.0005301898,0.00001214855,0.00006594644,0.000009077971,0.0006819748],"genre_scores_gemma":[0.0004812819,0.9983894,0.00009338024,0.0004159844,0.0002944001,0.000012288,0.00008822205,0.000002089882,0.0002230127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01034697,"threshold_uncertainty_score":0.03461409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305746074801621,"score_gpt":0.3871243696193761,"score_spread":0.256549762139214,"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."}}