{"id":"W2586433454","doi":"10.1093/ndt/gfv183.79","title":"FP761SIMPLE FRAIL SCALE OUTPERFORMS OTHER FRAILTY INSTRUMENTS REGARDING DIALYSIS COMPLICATIONS IN RURAL CHRONIC DIALYSIS PATIENTS","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Intensive care medicine; Hemodialysis; Scale (ratio); 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":[0.001412983,0.0003749815,0.0004488587,0.0006966033,0.0002330803,0.0004947518,0.0002258115,0.0003282383,0.001811053],"category_scores_gemma":[0.003619525,0.00009426007,0.0005353428,0.0005566966,0.000156041,0.0003880591,0.0005594314,0.0003110645,0.0002812803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449469,"about_ca_system_score_gemma":0.0002830431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634806,"about_ca_topic_score_gemma":0.004050046,"domain_scores_codex":[0.9995759,0.0001745447,0.00004133857,0.00007411022,0.00008820064,0.00004589468],"domain_scores_gemma":[0.998809,0.0003021427,0.0004955841,0.00004833334,0.0001662054,0.0001787835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004545692,0.00007050856,0.9863929,0.00004905738,0.0001019772,0.00003397604,0.0001094792,0.0001652376,0.0003389485,0.00002274205,0.0002422243,0.01201834],"study_design_scores_gemma":[0.00002328705,0.0004106948,0.9981334,0.00002231486,0.00005148127,0.0001576051,0.0001277735,0.0005205348,0.00006012602,0.00006837822,0.0004180361,0.000006387585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980337,0.0006574241,0.0002172244,0.00008473359,0.000008807333,0.00001686338,0.0002723414,0.000007686663,0.0007012947],"genre_scores_gemma":[0.9990253,0.0001605801,0.0002812332,0.0000277743,0.00001017573,0.00001300394,0.0002596791,0.000001304183,0.0002208953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002634806,"threshold_uncertainty_score":0.007472694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368693507142911,"score_gpt":0.2782875983767953,"score_spread":0.2546006633053662,"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."}}