{"id":"W2113362975","doi":"10.1186/s12877-015-0026-z","title":"Derivation of a frailty index from the interRAI acute care instrument","year":2015,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Interquartile range; Minimum Data Set; Rehabilitation; Logistic regression; Mood; Activities of daily living; Frailty Index; Gerontology; Physical therapy; Psychiatry; Internal medicine; Nursing homes","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":[],"consensus_categories":[],"category_scores_codex":[0.0001221839,0.0001310373,0.0002247506,0.00006182961,0.00002994188,0.0000171951,0.0001894746,0.0001153299,0.00005202831],"category_scores_gemma":[0.0004486885,0.00009255354,0.00008164631,0.0002961431,0.00005340351,0.00007409538,0.0001265014,0.000165267,0.00003297904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568716,"about_ca_system_score_gemma":0.0003199423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006809652,"about_ca_topic_score_gemma":0.0002854593,"domain_scores_codex":[0.9988545,0.00004872509,0.0003168465,0.0001930588,0.0004284852,0.0001583431],"domain_scores_gemma":[0.9988542,0.00008110372,0.0001591434,0.0004993501,0.0002918593,0.0001143899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007133058,0.0001865685,0.8982281,0.0001620329,0.0002409068,0.00000892857,0.02776119,0.00008512344,0.001512664,0.000156627,0.03638161,0.03456292],"study_design_scores_gemma":[0.0104202,0.0008924547,0.9163418,0.0002415213,0.0006679449,0.00004283973,0.0132782,0.001576554,0.008531701,0.001156345,0.04642523,0.0004252509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907718,0.0005079274,0.005187538,0.001157332,0.0006793184,0.000457482,0.00007238223,0.0000525469,0.001113703],"genre_scores_gemma":[0.9934636,0.00002580954,0.005452438,0.0003473233,0.0003331849,0.00001902991,0.0001555416,0.0000200191,0.0001830382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413767,"threshold_uncertainty_score":0.3774224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05795667280943308,"score_gpt":0.2970679633567966,"score_spread":0.2391112905473635,"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."}}