{"id":"W2768989679","doi":"10.1186/s12877-017-0623-0","title":"Measuring frailty in clinical practice: a comparison of physical frailty assessment methods in a geriatric out-patient clinic","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University; St. Peter's Hospital","funders":"Hamilton Health Sciences","keywords":"Medicine; Gerontology; Geriatric rehabilitation; Physical therapy; Rehabilitation; Geriatrics; Clinical Practice; Physical medicine and rehabilitation; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0349997,0.0003790297,0.00111911,0.001756373,0.0008323502,0.001597133,0.0008862135,0.0008571155,0.0007831492],"category_scores_gemma":[0.07693329,0.0004594811,0.0009102161,0.001299896,0.0008610983,0.001402275,0.001887593,0.0006459693,0.0002130451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429717,"about_ca_system_score_gemma":0.002049573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003517507,"about_ca_topic_score_gemma":0.009593966,"domain_scores_codex":[0.9712061,0.01792749,0.002988888,0.00135852,0.00580581,0.0007131668],"domain_scores_gemma":[0.9418116,0.03651489,0.00900566,0.001653317,0.008200372,0.002814251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004869724,0.0008252989,0.9532962,0.0005619779,0.0006161252,0.0001143049,0.006396441,0.0001452128,0.0004254389,0.00006681611,0.0004595287,0.03222293],"study_design_scores_gemma":[0.0004925156,0.005070797,0.9859788,0.0003165547,0.0002263335,0.000226227,0.005389862,0.001372212,0.0001856296,0.00008667794,0.000615597,0.00003888018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99713,0.001006694,0.000493375,0.0001286825,0.00003859902,0.0003044982,0.00008718895,0.000009328677,0.0008016389],"genre_scores_gemma":[0.9974315,0.0005232056,0.001376166,0.0001175038,0.00003207071,0.0002723801,0.0001509425,0.000005533704,0.00009068118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0349997,"threshold_uncertainty_score":0.1850983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2723987415795721,"score_gpt":0.5365996255831202,"score_spread":0.2642008840035481,"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."}}