{"id":"W2582226733","doi":"","title":"Screening for frailty in primary care: Accuracy of gait speed and hand-grip strength.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Lawson Health Research Institute; McMaster University; Western University; Centre for Family Medicine","funders":"","keywords":"Grip strength; Medicine; Sarcopenia; Primary care; Hand strength; Preferred walking speed; Weight loss; Physical therapy; Physical medicine and rehabilitation; Gait; Gerontology; Internal medicine; Obesity","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":[0.0002375551,0.0001307949,0.0003520379,0.00009401741,0.00009623761,0.00005688784,0.0001736692,0.00009820096,0.000007023549],"category_scores_gemma":[0.001914237,0.0001204712,0.00006197379,0.00004308288,0.0001868094,0.0002192712,0.0001096294,0.0001476033,9.04382e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006430919,"about_ca_system_score_gemma":0.00004975264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643036,"about_ca_topic_score_gemma":0.0001776313,"domain_scores_codex":[0.9989203,0.00001470816,0.0002720701,0.0002551796,0.0001942761,0.0003434369],"domain_scores_gemma":[0.9988238,0.0002284321,0.0001972702,0.0005069862,0.0001005763,0.0001429162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004471164,0.0000771097,0.1774724,0.000768493,0.00005576423,0.00001604563,0.0006854565,0.000001714456,0.0007565846,0.00003385847,0.00128689,0.8183985],"study_design_scores_gemma":[0.005931983,0.0000586183,0.9818023,0.0001831743,0.00005404121,0.000009252271,0.0001225231,0.00007100007,0.006915438,0.00006215271,0.004672855,0.0001165963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864663,0.0007703612,0.00009925343,0.001669881,0.0001761717,0.001947126,0.00007411377,0.00002612829,0.008770635],"genre_scores_gemma":[0.9963802,0.00004487917,0.001935491,0.0001608521,0.0001638264,0.0002112776,0.00005921824,0.00002233183,0.00102194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8182819,"threshold_uncertainty_score":0.4912674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06106012289407186,"score_gpt":0.2962496248635971,"score_spread":0.2351895019695252,"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."}}