{"id":"W3032115213","doi":"10.3760/cma.j.issn.1673-4378.2019.09.015","title":"Research advances of perioperative frailty assessment tools","year":2019,"lang":"en","type":"article","venue":"Guoji mazuixue yu fusu zazhi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Medicine; Timed Up and Go test; Gerontology; Scale (ratio); Population; Physical therapy; Physical medicine and rehabilitation; Intensive care medicine; Surgery; Environmental health; Balance (ability)","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":[0.00486657,0.00104055,0.001157434,0.004783129,0.0003327489,0.00186915,0.001107727,0.0006488956,0.00203002],"category_scores_gemma":[0.01201522,0.0002804596,0.001740738,0.003461364,0.0005722119,0.002096113,0.001145055,0.001516071,0.0004696184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101661,"about_ca_system_score_gemma":0.003607911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241533,"about_ca_topic_score_gemma":0.003579974,"domain_scores_codex":[0.9976521,0.0007023105,0.0005249974,0.0003148979,0.000715084,0.00009058601],"domain_scores_gemma":[0.9935127,0.003602015,0.0007025705,0.0001948584,0.001835319,0.0001526228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008640812,0.0001013303,0.01195613,0.01048877,0.0003072105,0.0001267933,0.0003799844,0.0003347398,0.000322723,0.003345099,0.006249405,0.9663014],"study_design_scores_gemma":[0.0002234584,0.001453499,0.1644845,0.07919662,0.0054401,0.005710854,0.002788494,0.005886054,0.003668391,0.02839937,0.7022325,0.0005162072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006338003,0.9775667,0.005647888,0.002964712,0.000648817,0.0001178779,0.0003711167,0.00006390308,0.006280945],"genre_scores_gemma":[0.05829126,0.9242079,0.01339702,0.001010369,0.001151442,0.000329617,0.0006616372,0.0000175983,0.000933203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00486657,"threshold_uncertainty_score":0.02573717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08493085403538499,"score_gpt":0.4340324098694351,"score_spread":0.3491015558340501,"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."}}