{"id":"W1992169609","doi":"10.1159/000068040","title":"Renal Replacement in End-Stage Renal Disease Patients over 75 Years Old","year":2003,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; End stage renal disease; Renal replacement therapy; Kidney disease; Stage (stratigraphy); Disease; Internal medicine; Urology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003377236,0.0001623392,0.0003110942,0.0007059429,0.0005379956,0.0003802684,0.0001613111,0.0002443584,0.001293617],"category_scores_gemma":[0.001241499,0.00007779124,0.0001966809,0.0008831683,0.0001875127,0.0003448192,0.0003178335,0.0002711761,0.0001959774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873136,"about_ca_system_score_gemma":0.0004868418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006679512,"about_ca_topic_score_gemma":0.01188431,"domain_scores_codex":[0.9997528,0.00004376619,0.00002584908,0.00002632871,0.00007297415,0.00007832509],"domain_scores_gemma":[0.9992654,0.00008841153,0.0002628167,0.00001164934,0.00007435532,0.0002974715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002903796,0.0000208643,0.9978192,0.00001303809,0.000009392267,0.0003146682,0.00005662685,0.00001448884,0.0000827027,0.00000615209,0.0001179236,0.001516025],"study_design_scores_gemma":[0.00000432462,0.00007950449,0.9980739,0.00001562377,0.00001332295,0.001198574,0.0001685942,0.00003107028,0.0000231838,0.00001260603,0.0003775214,0.000001685716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971491,0.001377995,0.00003662898,0.0001226526,0.00002233818,0.00001342735,0.000282679,0.000002652514,0.000992617],"genre_scores_gemma":[0.9984401,0.0008270934,0.00005222914,0.0001197101,0.00005346195,0.00001000886,0.0002985494,7.9803e-7,0.00019806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006679512,"threshold_uncertainty_score":0.01328123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007650284235171181,"score_gpt":0.2560245238342305,"score_spread":0.2483742395990594,"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."}}