{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01331141,0.0009679469,0.002651353,0.003563967,0.001718556,0.005863784,0.002499118,0.009060156,0.005696147],"category_scores_gemma":[0.08898838,0.0006188641,0.001126436,0.001649469,0.004451883,0.01442521,0.002378702,0.0185907,0.004963745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313263,"about_ca_system_score_gemma":0.00584805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051677,"about_ca_topic_score_gemma":0.0179196,"domain_scores_codex":[0.9928369,0.002635984,0.001430763,0.0006425117,0.001946654,0.0005071296],"domain_scores_gemma":[0.9575683,0.0169668,0.00227304,0.0009295476,0.01651005,0.005752216],"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":[0.0001178753,0.00006352585,0.00436671,0.002126619,0.00008997574,0.000421671,0.0007220951,0.00008173008,0.0001262858,0.001872402,0.7486148,0.2413964],"study_design_scores_gemma":[0.0002232448,0.0003943417,0.01741265,0.06199021,0.0002927954,0.00759426,0.008064377,0.0007572845,0.0002562468,0.05487189,0.8476751,0.0004675499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006090621,0.115018,0.0008202051,0.8493951,0.03181801,0.00007101063,0.0001369009,0.00005879817,0.002072858],"genre_scores_gemma":[0.02295245,0.4359276,0.007527492,0.3766817,0.1501662,0.0004296628,0.0005577505,0.0001859493,0.005571197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01331141,"threshold_uncertainty_score":0.07039833,"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."}}