{"id":"W2059862889","doi":"10.1038/ncpneph0600","title":"Technology Insight: innovative options for end-stage renal disease—from kidney refurbishment to artificial kidney","year":2007,"lang":"en","type":"review","venue":"Nature Clinical Practice Nephrology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Artificial kidney; Renal replacement therapy; Dialysis; Kidney; Renal stem cell; Kidney disease; Transplantation; Intensive care medicine; End stage renal disease; Renal function; Medicine; Hemodialysis; Stem cell; Biology; Urology; 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":[0.001326403,0.001262216,0.001887736,0.001651299,0.000393729,0.001340687,0.001556299,0.002569892,0.003820955],"category_scores_gemma":[0.001370399,0.0003142809,0.000647539,0.001699503,0.00109463,0.002473216,0.0008564913,0.004019114,0.002646128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113065,"about_ca_system_score_gemma":0.001391486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153089,"about_ca_topic_score_gemma":0.002498097,"domain_scores_codex":[0.99966,0.00006449575,0.00003746862,0.00005124026,0.0001537757,0.00003304992],"domain_scores_gemma":[0.9993997,0.0003589433,0.00004810057,0.00001695587,0.0001306023,0.00004574022],"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":[0.00006822438,0.00009132297,0.0001742628,0.0051124,0.00006561726,0.0004534342,0.00003179392,0.0003984513,0.001079847,0.007506028,0.08921577,0.895803],"study_design_scores_gemma":[0.00003774796,0.00005918302,0.0004289727,0.00113935,0.00005242795,0.0017554,0.00003642559,0.0001352478,0.0003810232,0.003720266,0.9922358,0.00001795072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008499104,0.9955965,0.0005138647,0.001378352,0.001043509,0.000005050479,0.00001216481,0.00001394023,0.001351661],"genre_scores_gemma":[0.000743392,0.9951278,0.000712402,0.001194068,0.001018526,0.000009683979,0.00003100603,0.000003074539,0.001159923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003820955,"threshold_uncertainty_score":0.01278239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231805896695877,"score_gpt":0.4409703635348639,"score_spread":0.3886523045679051,"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."}}