{"id":"W2512678921","doi":"10.1111/anae.13616","title":"Frailty assessment – who, when and how?","year":2016,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Scale (ratio); Test (biology); Download; Elective surgery; Medical emergency; Surgery; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001708745,0.0004644014,0.0007576638,0.0001892862,0.00007162639,0.00008393381,0.000225859,0.0009203869,0.0003982247],"category_scores_gemma":[0.00005448777,0.000334606,0.0001595459,0.00006548769,0.0001996895,0.0001224324,0.00008158335,0.001310104,0.0001583439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637376,"about_ca_system_score_gemma":0.000209089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006521233,"about_ca_topic_score_gemma":0.00001194977,"domain_scores_codex":[0.99781,0.00009943423,0.0002236763,0.0006685447,0.0006287115,0.0005696164],"domain_scores_gemma":[0.998502,0.0001000579,0.0001679493,0.0009506466,0.000114001,0.0001653669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007396671,0.00001080042,0.003404908,0.0001991984,0.0001108006,0.001651602,0.00006569023,4.16884e-9,0.00002470249,0.00005737695,0.9261783,0.06828925],"study_design_scores_gemma":[0.0009518815,0.0004003885,0.01182664,0.0008270665,0.0002091184,0.0002509701,0.00001028288,0.000006813756,0.0000324184,0.0005398427,0.984555,0.0003895703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00177421,0.0005667064,0.0001697516,0.9846916,0.0001866275,0.000553585,0.00003413738,0.0001430553,0.01188031],"genre_scores_gemma":[0.002030259,0.0006839121,0.00264761,0.8667588,0.004927052,0.00007269491,0.0001989609,0.0001549606,0.1225258],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1179329,"threshold_uncertainty_score":0.9999106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854550520677559,"score_gpt":0.285093454950807,"score_spread":0.2565479497440314,"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."}}