{"id":"W4402288538","doi":"10.1177/08968608241274095","title":"Impact of frailty on mortality and transfer to hemodialysis after peritoneal dialysis initiation","year":2024,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Dalhousie University","funders":"","keywords":"Peritoneal dialysis; Medicine; Hemodialysis; Dialysis; Internal medicine; 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":[0.001498975,0.0002446663,0.0002589288,0.0005636034,0.0002859017,0.000599521,0.0003564697,0.0003556089,0.001956774],"category_scores_gemma":[0.007534772,0.00009917731,0.0007714744,0.0004659613,0.0002874504,0.0004495577,0.0007100361,0.0008489673,0.0001187848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830709,"about_ca_system_score_gemma":0.0005203002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336228,"about_ca_topic_score_gemma":0.003223877,"domain_scores_codex":[0.9993869,0.0001804035,0.0000599813,0.0001033314,0.0001232358,0.0001462381],"domain_scores_gemma":[0.9942167,0.0014076,0.002909322,0.0002948029,0.0003679047,0.0008036831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000955028,0.00001118527,0.9982871,0.000007458304,0.00004550267,0.00003225801,0.0000255732,0.00008214339,0.00005193938,0.00001107011,0.00003551587,0.0013148],"study_design_scores_gemma":[0.000001667716,0.00003526421,0.9995944,0.000007824791,0.00001847391,0.00008652169,0.00001909047,0.0001375276,0.00002636604,0.00002717763,0.00004393526,0.000001748745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987073,0.0005060405,0.0001080506,0.00008306652,0.000006264975,0.000003716175,0.0002117601,0.000003800762,0.000369984],"genre_scores_gemma":[0.999739,0.00006777421,0.00002792414,0.00001103443,0.00000707731,0.000001814162,0.0001069685,7.988914e-7,0.00003769153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00336228,"threshold_uncertainty_score":0.007927418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147011132347928,"score_gpt":0.3501826594530645,"score_spread":0.3187125481295852,"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."}}