{"id":"W2313626221","doi":"10.1093/ageing/afw024.19","title":"19EVALUATION OF A STAND ALONE FRAILTY UNIT","year":2016,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Material Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Unit (ring theory); Gerontology; Intensive care 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":[0.0005577578,0.0003745623,0.0004083951,0.000826523,0.0009835379,0.001194844,0.0004504714,0.000471616,0.03798073],"category_scores_gemma":[0.002944319,0.0001231759,0.0004421462,0.000538995,0.0003294522,0.000643593,0.0009632422,0.0007329045,0.004144331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137794,"about_ca_system_score_gemma":0.001425063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003220442,"about_ca_topic_score_gemma":0.005278281,"domain_scores_codex":[0.999357,0.0001167404,0.0001013928,0.00005124534,0.0002199217,0.0001536135],"domain_scores_gemma":[0.9976792,0.0001990169,0.0005060214,0.00005635097,0.0005763227,0.0009830825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000673584,0.0007260744,0.6330009,0.0007980826,0.0001017421,0.03351198,0.001456956,0.0002449657,0.003037087,0.001327197,0.07484018,0.2502811],"study_design_scores_gemma":[0.00009300872,0.002747478,0.8141943,0.002058163,0.0001202475,0.05172242,0.004311522,0.0006193179,0.002740379,0.00118272,0.1201251,0.00008536002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7645591,0.01739082,0.001970801,0.01256889,0.002325875,0.0005152651,0.002177107,0.0002742295,0.1982179],"genre_scores_gemma":[0.9588166,0.006441009,0.001754501,0.002784073,0.001190998,0.0001979004,0.001504358,0.00005435509,0.02725628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03798073,"threshold_uncertainty_score":0.1270582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05698266050100682,"score_gpt":0.2836037300476168,"score_spread":0.22662106954661,"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."}}