{"id":"W4384296980","doi":"10.1007/s40520-023-02491-y","title":"Correlation of frailty assessment metrics in one-year follow-up of aged care residents: a sub-study of a randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Aged Care, Australian Government; University of South Australia","keywords":"Medicine; Correlation; Gerontology; Randomized controlled trial; MEDLINE; Physical therapy; Pediatrics; Internal medicine","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":[0.01413459,0.002198731,0.009363955,0.001144875,0.001255149,0.002055445,0.001645901,0.004167596,0.005902283],"category_scores_gemma":[0.02182033,0.001025162,0.00779377,0.001486329,0.002088031,0.002393226,0.001441817,0.004357731,0.0009575721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203689,"about_ca_system_score_gemma":0.003046363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786614,"about_ca_topic_score_gemma":0.003023415,"domain_scores_codex":[0.9863777,0.008846952,0.00143366,0.00153785,0.0009221108,0.0008816323],"domain_scores_gemma":[0.9836484,0.006542557,0.004222166,0.00196597,0.001557808,0.002063007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9874571,0.002637973,0.001572345,0.001083057,0.002391073,0.00002296253,0.00007842419,0.00007642638,0.0001777563,0.00004005599,0.0002211703,0.004241705],"study_design_scores_gemma":[0.9247462,0.06567993,0.006664413,0.0002187466,0.00188531,0.00002402474,0.00004875793,0.0002110824,0.00008645348,0.0001130539,0.0002981975,0.00002380561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455892,0.02456563,0.001560623,0.0009441819,0.001801903,0.02232459,0.001499036,0.0002000531,0.001514831],"genre_scores_gemma":[0.9563634,0.004727515,0.00266241,0.0009956927,0.001090506,0.03158088,0.001070284,0.00003415072,0.001475107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413459,"threshold_uncertainty_score":0.07475173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1992458537013419,"score_gpt":0.5068813414567782,"score_spread":0.3076354877554364,"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."}}