{"id":"W2170348197","doi":"10.1093/ndt/gfm881","title":"Dialysis or not? A comparative survival study of patients over 75 years of age with chronic kidney disease stage 5","year":2007,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Kidney disease; Stage (stratigraphy); Dialysis; Disease; Internal medicine; Hemodialysis; End-stage kidney disease; Intensive care 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":[0.001656653,0.0002018127,0.0008667508,0.0005796694,0.0006570876,0.0006992259,0.0006009698,0.002081065,0.002425159],"category_scores_gemma":[0.005527823,0.0002685722,0.0009416819,0.001618973,0.0004856166,0.001363868,0.0004973227,0.00129828,0.0003704533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000539073,"about_ca_system_score_gemma":0.0005719332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006276838,"about_ca_topic_score_gemma":0.01311359,"domain_scores_codex":[0.9992792,0.0003857393,0.00006442903,0.00009022647,0.00006272621,0.0001176545],"domain_scores_gemma":[0.9967499,0.00147047,0.0006034478,0.0002231627,0.00027703,0.0006759952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0072539,0.0003760697,0.972672,0.0001126288,0.0006006773,0.001823834,0.0006079405,0.00007329896,0.0002679015,0.0002895466,0.007157339,0.00876481],"study_design_scores_gemma":[0.001023309,0.002097094,0.9859446,0.0001191681,0.0008976702,0.002992129,0.002807073,0.0002705516,0.00007457496,0.0004269294,0.003308356,0.00003847429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876531,0.002509525,0.00004911051,0.007154865,0.0002766538,0.00001305538,0.001100381,0.000003147534,0.00124016],"genre_scores_gemma":[0.9926122,0.00124341,0.00006520688,0.004536202,0.0004694532,0.00002237085,0.0006200504,0.000002254062,0.0004289626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006276838,"threshold_uncertainty_score":0.01248062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143480619449072,"score_gpt":0.2853993315227646,"score_spread":0.2639645253282739,"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."}}