{"id":"W2144026462","doi":"10.1016/s0140-6736(10)61271-8","title":"Glomerular filtration rate, proteinuria, and the incidence and consequences of acute kidney injury: a cohort study","year":2010,"lang":"en","type":"article","venue":"The Lancet","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":358,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Medicine; Proteinuria; Renal function; Acute kidney injury; Dialysis; Kidney disease; Creatinine; Urology; Internal medicine; Albuminuria; Dipstick; Kidney; Urine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002478369,0.0001048188,0.0004080324,0.00003426946,0.0001271063,0.0000438258,0.0002238626,0.00005177361,0.00008732193],"category_scores_gemma":[0.001090966,0.00004982767,0.0000211753,0.0001765688,0.001338495,0.00008999111,0.0001018002,0.0004195666,0.00000576384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000769358,"about_ca_system_score_gemma":0.000202829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003435967,"about_ca_topic_score_gemma":0.00001850649,"domain_scores_codex":[0.9988349,0.0002823415,0.0001981257,0.0001901696,0.0003112934,0.0001831384],"domain_scores_gemma":[0.9989383,0.0001581693,0.0001000325,0.0005679405,0.0001220856,0.0001134533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003375558,0.0000882969,0.6711277,0.00008371266,0.0004658772,0.00002396882,0.001995355,1.345854e-8,0.2932862,0.001586126,0.02731195,0.0006552036],"study_design_scores_gemma":[0.0104025,0.001662113,0.9129571,0.0001322806,0.0007999903,0.000291771,0.0006728583,0.0002338066,0.06238886,0.004181865,0.00605297,0.0002238821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708458,0.00005076861,0.000008593617,0.02534784,0.00006069153,0.002486972,0.0001411746,0.00002241344,0.00103574],"genre_scores_gemma":[0.9974757,0.0001752173,0.000227225,0.001273268,0.0002160858,0.0002504702,0.00001213784,0.000009015597,0.0003608285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418294,"threshold_uncertainty_score":0.493174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040515396198047,"score_gpt":0.3331935688729804,"score_spread":0.3127884149109999,"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."}}