{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006125604,0.0003531232,0.0005992798,0.0003312915,0.00008340272,0.00006348344,0.0002266315,0.0003189992,0.0001479782],"category_scores_gemma":[0.002370944,0.0003941283,0.0001209164,0.00122783,0.00007044764,0.001581174,0.0002917268,0.001451251,0.0000918326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504581,"about_ca_system_score_gemma":0.0005337438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189836,"about_ca_topic_score_gemma":0.0003621823,"domain_scores_codex":[0.9964854,0.0003753989,0.0007308917,0.0008745496,0.0008541376,0.0006796094],"domain_scores_gemma":[0.9971201,0.001048838,0.0002350283,0.0007697577,0.000605591,0.0002206427],"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":[0.005099616,0.002291047,0.3769554,0.002280603,0.0003399313,0.0179792,0.06886681,0.0002867642,0.002485327,0.00004229114,0.04231593,0.4810571],"study_design_scores_gemma":[0.009714614,0.0001558847,0.8329731,0.003622848,0.00012053,0.0004281932,0.08608146,0.0004115906,0.0007279705,0.000006069916,0.06528694,0.0004708204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807639,0.01731602,0.002781456,0.0133224,0.0005687633,0.001254261,0.0001835617,0.0002406384,0.08356901],"genre_scores_gemma":[0.8600844,0.0007730282,0.09507528,0.04041508,0.0004678043,0.00009642944,0.0006156918,0.0001423428,0.002329954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4805863,"threshold_uncertainty_score":0.999851,"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."}}