{"id":"W2804508505","doi":"10.1093/ndt/gfy104.fp671","title":"FP671FRAILTY, COMORBIDITY INDEXES AND THE ANNUAL FREQUENCY OF VISITS TO HOSPITAL EMERGENCY SERVICE IN PATIENTS ON HEMODIALYSIS","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Hemodialysis; Emergency medicine; Medical emergency; Intensive care medicine; Service (business); 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":[0.0004762373,0.0001807134,0.0002637978,0.0006625117,0.0003404785,0.000467609,0.0001999012,0.0003098584,0.001509357],"category_scores_gemma":[0.002603765,0.0001201537,0.0002795511,0.000749259,0.0001564004,0.0002924209,0.0002970599,0.0004710258,0.0001238536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710437,"about_ca_system_score_gemma":0.0002757864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004934896,"about_ca_topic_score_gemma":0.005066674,"domain_scores_codex":[0.9997984,0.00003684336,0.00003074786,0.0000338313,0.00004542966,0.00005482226],"domain_scores_gemma":[0.9986645,0.0002134879,0.0007419309,0.00004327519,0.00009219959,0.0002446183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004133728,0.00001272352,0.9992844,0.000003220482,0.00001220581,0.0000279446,0.0000218506,0.00002298623,0.00002887492,0.000004260115,0.0000350562,0.0005051772],"study_design_scores_gemma":[0.0000018912,0.0000492161,0.9995424,0.000004327663,0.00000919068,0.00013808,0.00006444728,0.0001174105,0.00001110878,0.00001126437,0.00004900955,0.000001717421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993724,0.0002376858,0.00002329226,0.00003061226,0.000004454395,0.000001915086,0.0001437951,0.000001096205,0.0001848287],"genre_scores_gemma":[0.9997305,0.00005197545,0.00002177788,0.00000926721,0.000006653212,0.000001734434,0.0001334174,3.525808e-7,0.00004432644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004934896,"threshold_uncertainty_score":0.009812355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008397939639467972,"score_gpt":0.2586379013975221,"score_spread":0.2502399617580542,"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."}}