{"id":"W2529376768","doi":"10.1093/ndt/gfw198.56","title":"MP639FRAILTY, SURPRISE QUESTION AND MORTALITY IN A HEMODILAYSIS COHORT QUESTION AND MORTALITY IN A HEMODIALYSIS COHORT","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Cohort; Surprise; Cohort study; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008418956,0.0001585218,0.0002358206,0.0008078577,0.0006429284,0.0006647206,0.0003262759,0.0004726654,0.00281532],"category_scores_gemma":[0.002741238,0.0001657273,0.0005151589,0.0007483776,0.0002964535,0.0006163973,0.0006291347,0.0006428258,0.0004398446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736462,"about_ca_system_score_gemma":0.0004509627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007245086,"about_ca_topic_score_gemma":0.006217753,"domain_scores_codex":[0.9995806,0.00009039434,0.00005620426,0.0001000296,0.00007561104,0.00009706095],"domain_scores_gemma":[0.998519,0.000178208,0.0006452122,0.0000895753,0.0001567682,0.0004113087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005644297,0.00002727676,0.9992976,0.000004305544,0.00001369856,0.0000269979,0.00007035409,0.000006088555,0.00003131068,0.000006993389,0.0001755785,0.0002831741],"study_design_scores_gemma":[0.000006048977,0.000079943,0.999201,0.000005840079,0.00001429169,0.00009142114,0.0002623678,0.00006284871,0.0000236138,0.00001659467,0.000232784,0.000003279745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987307,0.00009827385,0.00003437553,0.0001131194,0.00000932487,0.000009961978,0.0007273032,0.00000174799,0.0002750932],"genre_scores_gemma":[0.9987603,0.00006154169,0.00004002665,0.00007412415,0.00002056864,0.00001998686,0.0007419098,0.000001511749,0.0002799442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007245086,"threshold_uncertainty_score":0.01440585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197028691417097,"score_gpt":0.2787497345865269,"score_spread":0.2667794476723559,"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."}}