{"id":"W4283370838","doi":"10.1016/j.ijnurstu.2022.104316","title":"Instruments to assess frailty in community dwelling older adults: A systematic review","year":2022,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of British Columbia, Okanagan Campus; University of British Columbia; University of Calgary; University of Alberta","funders":"Canadian Frailty Network","keywords":"Operationalization; CINAHL; Gerontology; MEDLINE; Medicine; Geriatrics; Psychology; Psychological intervention; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001982752,0.0004491555,0.004095553,0.0009369288,0.0001223214,0.00004435533,0.001041227,0.0001024553,0.00007353093],"category_scores_gemma":[0.004633375,0.0003419935,0.0008838408,0.000507531,0.00008204641,0.0001617217,0.0002470631,0.001963235,0.00001783834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313333,"about_ca_system_score_gemma":0.0003185932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001766469,"about_ca_topic_score_gemma":0.000008943726,"domain_scores_codex":[0.994207,0.001061645,0.002672102,0.0002256611,0.001570484,0.0002630893],"domain_scores_gemma":[0.9954786,0.001154357,0.001928881,0.0004164141,0.0008874313,0.0001342589],"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":[0.00004527411,0.0006952049,0.00001400374,0.5910763,0.003271737,0.000293088,0.003447297,0.000002112625,4.990769e-8,0.000008301742,0.002568398,0.3985783],"study_design_scores_gemma":[0.0007730532,0.0002605921,0.00002603225,0.9414821,0.003453413,0.0026021,0.002944214,0.000002086375,3.129833e-7,0.00003510082,0.04819747,0.0002235862],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001374093,0.9933993,0.00002761245,0.001356251,0.002953201,0.001780058,0.00003227657,0.00001682098,0.0002970584],"genre_scores_gemma":[0.0002410415,0.9976819,0.0005707023,0.0008400935,0.0002711276,0.000142596,0.00003636436,0.00005532616,0.000160901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3983547,"threshold_uncertainty_score":0.9999032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2518242230341743,"score_gpt":0.494131185013347,"score_spread":0.2423069619791727,"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."}}