{"id":"W2059579815","doi":"10.1111/j.1600-6143.2004.00662.x","title":"Assessing Long-Term Nephron Loss: Is It Time to Kick the CAN Grading System?","year":2004,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Immunosuppression; Nephron; Kidney; Nephrology; Dialysis; Intensive care medicine; Kidney transplantation; Kidney disease; Grading (engineering); Urology; Kidney transplant; Surgery; Internal medicine","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":[0.003304276,0.0004447991,0.001082695,0.0008551874,0.001292824,0.001514063,0.001023987,0.009991109,0.004038872],"category_scores_gemma":[0.01953919,0.0002950719,0.0004029951,0.0007463771,0.001091127,0.002922371,0.0004083922,0.008149932,0.003071628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00206362,"about_ca_system_score_gemma":0.001326004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003568167,"about_ca_topic_score_gemma":0.008224853,"domain_scores_codex":[0.9981343,0.000797143,0.0003892061,0.0001407895,0.0004108837,0.0001277727],"domain_scores_gemma":[0.9923534,0.003577865,0.0004659841,0.0001837456,0.002463402,0.0009556884],"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":[0.0001880393,0.000127318,0.02449687,0.0001793415,0.0000378741,0.004062147,0.0002678686,0.0002148619,0.0005892641,0.002133419,0.8511116,0.1165914],"study_design_scores_gemma":[0.0005790826,0.0007581585,0.06877875,0.003815808,0.0002025302,0.06116538,0.004963327,0.005920984,0.001615096,0.05446992,0.7974527,0.0002782483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004681521,0.003516457,0.0006122466,0.9782346,0.008460804,0.00002766387,0.00009142257,0.00003040619,0.00434489],"genre_scores_gemma":[0.1091136,0.01514038,0.005850834,0.7723692,0.08711714,0.0001759629,0.0003140607,0.00006055131,0.009858206],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009991109,"threshold_uncertainty_score":0.01747489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254239513112346,"score_gpt":0.3124697024364886,"score_spread":0.2899273073053652,"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."}}