{"id":"W4414805275","doi":"10.1016/j.tjfa.2025.100088","title":"Frailty assessment utilization around the globe–a systematic review","year":2025,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Aging; National Institutes of Health","keywords":"Healthy aging; MEDLINE; Older people; Frailty Index; Measure (data warehouse); Physical activity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01268025,0.001089541,0.00504466,0.01502327,0.000666198,0.002396837,0.001364702,0.001299733,0.002987561],"category_scores_gemma":[0.05676468,0.0007556238,0.005963511,0.01267719,0.0008765352,0.002418209,0.001808539,0.001060128,0.0002534244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003450342,"about_ca_system_score_gemma":0.01348473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01595145,"about_ca_topic_score_gemma":0.04292928,"domain_scores_codex":[0.9907982,0.003273976,0.003348972,0.0007243934,0.001581935,0.0002726082],"domain_scores_gemma":[0.9502699,0.03541929,0.008677848,0.000749993,0.004405695,0.0004772641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001876282,0.00001754905,0.003424333,0.8686979,0.00974093,0.0001341325,0.0005302273,0.0001575699,0.0001258414,0.0003693512,0.004590394,0.112024],"study_design_scores_gemma":[0.0001084739,0.0001178722,0.0117,0.9336696,0.03043931,0.00043726,0.0003516735,0.00007747888,0.00009221742,0.0003593928,0.02260705,0.00003957856],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009801233,0.9976397,0.000107142,0.0003821962,0.00007001006,0.00009544933,0.0004677383,0.000007088204,0.00025061],"genre_scores_gemma":[0.01925476,0.9786711,0.0005558403,0.0007102126,0.00008813597,0.0002730222,0.0003808051,0.000006004991,0.00006008047],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01595145,"threshold_uncertainty_score":0.06706035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920763696902185,"score_gpt":0.3797166702337709,"score_spread":0.3205090332647491,"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."}}