{"id":"W3180874390","doi":"10.1093/fampra/cmab055","title":"Frailty screening in older adults: is annual screening necessary in primary care?","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Impact; Research Institute for Aging; McMaster University; University of Waterloo","funders":"","keywords":"Medicine; Grip strength; Logistic regression; Risk assessment; Preferred walking speed; Gait; Physical therapy; Prospective cohort study; Hand strength; Cohort study; Physical medicine and rehabilitation; Gerontology; Internal medicine","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":[0.002926406,0.0001544276,0.0007345571,0.0006266658,0.0007600156,0.001135674,0.0005263803,0.001367287,0.0015636],"category_scores_gemma":[0.02448949,0.0002757417,0.0004064082,0.0009825606,0.0005630336,0.001320192,0.0008835437,0.0008641923,0.0002128748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111756,"about_ca_system_score_gemma":0.002422179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0240042,"about_ca_topic_score_gemma":0.0422551,"domain_scores_codex":[0.9980941,0.0005990889,0.000200133,0.0002475398,0.0005303676,0.0003286523],"domain_scores_gemma":[0.989867,0.003036923,0.003756279,0.0004781637,0.001051835,0.001809746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190177,0.00009962489,0.975401,0.0001076354,0.00003417503,0.0002120919,0.0003571281,0.00004432019,0.00008625599,0.00005130711,0.001431709,0.02205575],"study_design_scores_gemma":[0.00001615968,0.0001548907,0.9976852,0.0002674722,0.0000397217,0.0003773792,0.0005275353,0.0001990608,0.00002640143,0.0001143765,0.0005857486,0.000006017412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707997,0.01122673,0.0002931555,0.01351364,0.0002016474,0.00005847145,0.0002952612,0.00002543888,0.00358602],"genre_scores_gemma":[0.9963374,0.001964003,0.0002485835,0.001002451,0.0001976032,0.00002063924,0.0001363773,0.000001974234,0.00009095723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0240042,"threshold_uncertainty_score":0.04772896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568927202176709,"score_gpt":0.3047772443697735,"score_spread":0.2790879723480065,"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."}}