{"id":"W2946653339","doi":"10.1113/ep087822","title":"Electrophysiology and frailty: Is there potential to move from clinical scales to biomarker?","year":2019,"lang":"en","type":"letter","venue":"Experimental Physiology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sarcopenia; Biomarker; Medicine; Electrophysiology; Population; Weakness; Frailty syndrome; Physical medicine and rehabilitation; Muscle weakness; Disease; Psychology; Gerontology; Neuroscience; Internal medicine; Biology; Frailty Index","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03540559,0.001435138,0.003268854,0.003874175,0.001265467,0.007347346,0.003957501,0.009518349,0.005434469],"category_scores_gemma":[0.05945245,0.0008013624,0.001689613,0.002651975,0.01178451,0.02102272,0.005392531,0.01481,0.001727874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188873,"about_ca_system_score_gemma":0.004362109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003512318,"about_ca_topic_score_gemma":0.003907421,"domain_scores_codex":[0.9940281,0.002304044,0.0008193304,0.001041891,0.001532284,0.0002744253],"domain_scores_gemma":[0.9210578,0.05478343,0.004506922,0.004992592,0.01204438,0.002615014],"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":[0.000866894,0.0003496037,0.02877133,0.007126957,0.000717893,0.0007870354,0.002196133,0.0004629404,0.001887696,0.06476255,0.1070918,0.7849791],"study_design_scores_gemma":[0.0001857358,0.001539459,0.06010325,0.02403755,0.0007479244,0.004384429,0.00552356,0.001916979,0.0006790276,0.314293,0.5859751,0.0006139867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003054219,0.6810639,0.008390404,0.2899758,0.01402623,0.00005170494,0.0001882062,0.0001322665,0.003117305],"genre_scores_gemma":[0.05157492,0.7056425,0.02355089,0.1413687,0.07435239,0.0002988148,0.0003038373,0.0001298838,0.002778136],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03540559,"threshold_uncertainty_score":0.1872449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121965982404168,"score_gpt":0.4060279429610483,"score_spread":0.3448082831370066,"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."}}