{"id":"W2092170177","doi":"10.1016/j.jamda.2013.03.022","title":"Frailty Consensus: A Call to Action","year":2013,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4091,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Toronto","funders":"European Geriatric Medicine Society; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Sanofi","keywords":"Medicine; Polypharmacy; Gerontology; Vulnerability (computing); Weight loss; Geriatrics; Disease; Stressor; Malnutrition; Physical therapy; Intensive care medicine; Psychiatry; Obesity; Internal medicine; Computer security","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":[0.1215428,0.002228925,0.006943454,0.006092099,0.02733162,0.03192296,0.01453378,0.1819189,0.03434607],"category_scores_gemma":[0.1909824,0.002688255,0.007676256,0.003116257,0.03241142,0.04243333,0.03632003,0.1489932,0.008686355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01686204,"about_ca_system_score_gemma":0.1167881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104969,"about_ca_topic_score_gemma":0.01972948,"domain_scores_codex":[0.8959963,0.03926539,0.01315814,0.01008748,0.02397385,0.0175188],"domain_scores_gemma":[0.6180121,0.1504614,0.01566836,0.01250497,0.07233363,0.1310195],"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":[0.0001029366,0.0003026555,0.001111556,0.0005866705,0.000106177,0.0005366301,0.002739788,0.0001613302,0.0002264354,0.01312562,0.9593571,0.02164317],"study_design_scores_gemma":[0.0006383277,0.0001502573,0.002912004,0.00656574,0.0001372971,0.0005848922,0.02168658,0.0005657363,0.0001512763,0.09440637,0.8717409,0.0004606489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001570148,0.002219718,0.0002187949,0.9845577,0.01220398,0.00001060195,0.0000154648,0.00002649746,0.0005901337],"genre_scores_gemma":[0.007780415,0.00322608,0.00274353,0.9590641,0.02478277,0.0001862131,0.0001040764,0.00007180577,0.002040992],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1819189,"threshold_uncertainty_score":0.6427877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933833259366207,"score_gpt":0.3164075609441503,"score_spread":0.2970692283504882,"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."}}