{"id":"W4396992075","doi":"10.1681/asn.20213210s1286c","title":"Evaluation of Frailty Assessment Tools and Their Measurement Properties in CKD","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Internal medicine; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003457227,0.00008464481,0.0004698659,0.00003981379,0.00002535695,0.000004729804,0.0001031104,0.00003827898,0.00001452182],"category_scores_gemma":[0.0001615863,0.00005180587,0.000219251,0.0001993615,0.0003767197,0.00006200117,0.00005954352,0.0002452708,4.967226e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670408,"about_ca_system_score_gemma":0.0007420942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002035815,"about_ca_topic_score_gemma":0.000009997579,"domain_scores_codex":[0.9978402,0.0005417282,0.0004823333,0.0000881919,0.0009477088,0.00009983505],"domain_scores_gemma":[0.9970271,0.00003826115,0.0008016366,0.0001922642,0.001909135,0.00003161294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008665113,0.0002569947,0.00922733,0.0000431986,0.0003132949,7.333061e-7,0.0005562323,0.00003291373,0.9700629,0.00001032665,0.001652641,0.0177568],"study_design_scores_gemma":[0.001666746,0.001010323,0.7810928,0.0003972584,0.000374952,0.0001571119,0.002213582,0.0009925616,0.2105064,0.0005683234,0.0009542931,0.00006571681],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875064,0.001166122,0.0007291088,0.01021873,0.00003261069,0.0002157464,0.000001739131,0.00000413905,0.0001253825],"genre_scores_gemma":[0.9915035,0.0002813447,0.006026942,0.002124868,0.00004781106,0.000005330488,3.314387e-7,0.000006571109,0.000003256282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7718654,"threshold_uncertainty_score":0.2112582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1992662910214612,"score_gpt":0.3522013223027226,"score_spread":0.1529350312812614,"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."}}