{"id":"W4307023651","doi":"10.1016/j.cjca.2022.08.219","title":"VALIDATION OF THE ESSENTIAL FRAILTY TOOLSET: CAN FRAILTY BE MEASURED IN THE VIRTUAL CLINIC?","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Cohen's kappa; Kappa; Internal medicine; Physical therapy; Emergency medicine; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01896638,0.0008763282,0.0009807639,0.0008843029,0.0008292723,0.003616099,0.002378166,0.001711742,0.003905482],"category_scores_gemma":[0.07761483,0.0004217552,0.001401462,0.0008432725,0.001123505,0.002215542,0.002979381,0.001303821,0.001929276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00083492,"about_ca_system_score_gemma":0.002573773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00641166,"about_ca_topic_score_gemma":0.009692091,"domain_scores_codex":[0.9844542,0.009194066,0.001277642,0.00160012,0.002768826,0.0007051398],"domain_scores_gemma":[0.9724593,0.01308754,0.003289367,0.00306229,0.00621004,0.001891422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004654568,0.002572337,0.8298596,0.001120238,0.001041878,0.0002284054,0.0039862,0.003002844,0.002152439,0.002840316,0.02083708,0.1277042],"study_design_scores_gemma":[0.001528343,0.005206745,0.9225591,0.001590156,0.0007432022,0.0007776865,0.003738438,0.025103,0.002765064,0.006623773,0.02911204,0.0002522707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481335,0.001016302,0.02018527,0.00362965,0.00116215,0.002129945,0.007747987,0.0005363207,0.01545896],"genre_scores_gemma":[0.9706696,0.0002610639,0.01969278,0.001437171,0.0001992849,0.002682533,0.003750233,0.00009004817,0.001217297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01896638,"threshold_uncertainty_score":0.1003051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05090019642350629,"score_gpt":0.2917754969261273,"score_spread":0.240875300502621,"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."}}