{"id":"W1977584953","doi":"10.1080/j148v26n03_01","title":"Tools to Identify Community-Dwelling Older Adults in Different Stages of Frailty","year":2007,"lang":"en","type":"article","venue":"Physical & Occupational Therapy In Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"CINAHL; PsycINFO; Gerontology; Tinetti test; Scopus; MEDLINE; Medicine; Older people; Psychological intervention; Nursing; Physical medicine and rehabilitation; Balance (ability)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006207084,0.0002494141,0.0005265638,0.0004191721,0.000055003,0.00002241218,0.000257274,0.0001121882,0.00005969436],"category_scores_gemma":[0.0003797098,0.0002177484,0.0001424629,0.0009241881,0.0000604222,0.000149323,0.00007531563,0.0006394806,0.00001900397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984909,"about_ca_system_score_gemma":0.00007031124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004240447,"about_ca_topic_score_gemma":0.0001634982,"domain_scores_codex":[0.9978259,0.00016865,0.0006654407,0.0002723417,0.0006891736,0.0003785604],"domain_scores_gemma":[0.9974822,0.001561578,0.0001532126,0.0004296498,0.000222619,0.0001507446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005195438,0.008211502,0.8360265,0.0003133689,0.00008551878,0.00003231292,0.01585898,0.0008285475,0.02905317,0.000712993,0.0003231016,0.1033585],"study_design_scores_gemma":[0.003541338,0.0004504243,0.9812607,0.0002543102,0.000009512107,0.000001604742,0.000349834,0.0002287565,0.01279102,0.0007826944,0.0001304872,0.0001993094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968181,0.00009659922,0.001430072,0.000372322,0.0001710009,0.0008565365,0.00005497413,0.00003408604,0.0001663531],"genre_scores_gemma":[0.9980506,0.00006483366,0.0008835883,0.0004019289,0.0003527216,0.00003879789,0.0001337648,0.00003140581,0.00004240404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452342,"threshold_uncertainty_score":0.8879523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07403692834659667,"score_gpt":0.3942636620816162,"score_spread":0.3202267337350195,"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."}}