{"id":"W2804604803","doi":"10.1093/ndt/gfy104.fp661","title":"FP661ASSOCIATION OF HOSPITALIZATION AND MORTALITY WITH FRAILTY AND COMORBIDITY INDEXES IN PATIENTS ON HEMODIALYSIS","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Hemodialysis; Gerontology; Intensive care medicine; Internal medicine; Emergency 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":[0.0004733275,0.0001859591,0.0003074712,0.0006021346,0.0003604577,0.0005046834,0.0001739801,0.0002692046,0.001927882],"category_scores_gemma":[0.002359245,0.0001221629,0.0003256497,0.0008088999,0.0001824805,0.0002571371,0.0003944713,0.0004657218,0.0001166623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690148,"about_ca_system_score_gemma":0.0003184592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002819913,"about_ca_topic_score_gemma":0.002905921,"domain_scores_codex":[0.9997326,0.00005526989,0.00003845757,0.0000464823,0.0000638148,0.00006346963],"domain_scores_gemma":[0.9984493,0.000280929,0.0008117532,0.00006440376,0.0001078027,0.0002857381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004837522,0.000009848392,0.9992352,0.000003102186,0.00001332794,0.00002059395,0.00001724023,0.0000158074,0.00003557982,0.000004114184,0.00002374269,0.0005730626],"study_design_scores_gemma":[0.000002098432,0.00004203766,0.9996173,0.000003327725,0.000008485068,0.0001272552,0.00003525284,0.00009578248,0.00001507921,0.00001261451,0.0000391985,0.000001554503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994529,0.0001795505,0.00003283575,0.00002575983,0.000003651445,0.000001647426,0.0001239192,0.000001217404,0.0001785032],"genre_scores_gemma":[0.9997634,0.00003687096,0.00002397215,0.000005951744,0.000006586975,0.000001509433,0.0001234012,3.413888e-7,0.00003794782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002819913,"threshold_uncertainty_score":0.006449401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120308387751918,"score_gpt":0.2536118432800347,"score_spread":0.2424087594025155,"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."}}