{"id":"W4386005991","doi":"10.1002/9781444309768.ch69","title":"Renal Dysfunction","year":2009,"lang":"en","type":"other","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Proteinuria; Medicine; Kidney disease; Urinary system; Renal function; Internal medicine; Disease; Population; Kidney; Urology; Endocrinology; Environmental health","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":[0.0007696244,0.0004814622,0.000640876,0.0008859463,0.0005507158,0.001118559,0.0007292267,0.0006646028,0.1720325],"category_scores_gemma":[0.002182237,0.0001117374,0.0006309045,0.001114086,0.0002092449,0.0008373229,0.001025182,0.00120921,0.05125694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007354568,"about_ca_system_score_gemma":0.001303629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002316987,"about_ca_topic_score_gemma":0.004677844,"domain_scores_codex":[0.9995719,0.00007212481,0.00003952031,0.00005542673,0.0001991375,0.00006189028],"domain_scores_gemma":[0.9993741,0.0001446435,0.00005732615,0.00008210463,0.0002438326,0.00009802639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004840147,0.00005220825,0.0009695488,0.0003821842,0.00001813157,0.0001729029,0.00005382284,0.00009497258,0.0001861517,0.009195985,0.6005759,0.3882498],"study_design_scores_gemma":[0.000009402669,0.00001741056,0.001781524,0.0003812884,0.00001265342,0.0006595085,0.00002068967,0.00003120709,0.0001127587,0.00231764,0.9946503,0.000005705161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001706804,0.0500521,0.003438413,0.01248616,0.007308203,0.0001903782,0.008551798,0.0009389701,0.9153273],"genre_scores_gemma":[0.01787657,0.06363486,0.0059688,0.01605417,0.005297336,0.0002477791,0.0110101,0.0003996916,0.8795108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1720325,"threshold_uncertainty_score":0.5755061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00948656799407791,"score_gpt":0.2429923505037857,"score_spread":0.2335057825097078,"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."}}