{"id":"W3037412318","doi":"10.11648/j.ajns.20200904.22","title":"Application of CSHA Frailty Index and Clinical Frailty Scale in Geriatric Assessment of Elderly Males in China","year":2020,"lang":"en","type":"article","venue":"American Journal of Nursing Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Mainland China; Scale (ratio); Health assessment; Geriatrics; Index (typography); China; Demography; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001789166,0.0002673331,0.0003330533,0.001523384,0.0003509411,0.0003438314,0.000242487,0.0002462199,0.000331374],"category_scores_gemma":[0.002965496,0.00009989983,0.0004084093,0.0009489892,0.00019418,0.0003095114,0.0006457095,0.0002755433,0.00005548919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006881836,"about_ca_system_score_gemma":0.001343977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02127151,"about_ca_topic_score_gemma":0.02675025,"domain_scores_codex":[0.9993437,0.0001921307,0.0001024479,0.0000756698,0.0001986909,0.00008735461],"domain_scores_gemma":[0.9992735,0.0001084591,0.0002033948,0.00004112116,0.0002051471,0.0001684288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004804765,0.00004369614,0.9866208,0.00002320784,0.00003076587,0.00005656086,0.0003734481,0.0001237075,0.0002529051,0.00003182932,0.0001196501,0.01227553],"study_design_scores_gemma":[0.000005898869,0.00007446243,0.9989542,0.000009289549,0.00001411329,0.00004276409,0.0002163665,0.0004572668,0.00007163379,0.00002252826,0.0001274846,0.000003823948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990585,0.0002280556,0.0001384176,0.00004479594,0.000006778698,0.00003419119,0.00007773398,0.000001919679,0.0004095971],"genre_scores_gemma":[0.9992986,0.0001518039,0.0002811489,0.00002034698,0.000006899249,0.00003597701,0.0001221807,5.206215e-7,0.00008257734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02127151,"threshold_uncertainty_score":0.0422954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395525441400571,"score_gpt":0.3987450302140493,"score_spread":0.3647897758000436,"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."}}