{"id":"W3044829368","doi":"10.4082/kjfm.20.0122","title":"Diagnosis and Management of Frailty in Primary Health Care","year":2020,"lang":"en","type":"article","venue":"Korean Journal of Family Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Vulnerability (computing); Stressor; Frailty Index; Disease; Population ageing; Health care; Population; Primary care; Family medicine; Psychiatry; Environmental health","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":[0.001089446,0.0003941371,0.0007182686,0.001671649,0.0008724678,0.001067918,0.0007793222,0.001382154,0.001703699],"category_scores_gemma":[0.005523049,0.0001628069,0.0006933503,0.001092522,0.0004523861,0.001197585,0.001177327,0.001509228,0.0005335283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086873,"about_ca_system_score_gemma":0.003103536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006330685,"about_ca_topic_score_gemma":0.009799767,"domain_scores_codex":[0.9991876,0.0002668839,0.0001658428,0.00008536915,0.0002021331,0.00009217332],"domain_scores_gemma":[0.9986318,0.0004966482,0.0002804645,0.00002732811,0.0004015526,0.0001621659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005370558,0.0002765142,0.01433602,0.01034194,0.0001229964,0.003026297,0.001361969,0.0003629246,0.0004690578,0.001918445,0.06222183,0.9055082],"study_design_scores_gemma":[0.000233133,0.0008318431,0.1389202,0.09942654,0.001190166,0.02562902,0.008788073,0.0017484,0.00102082,0.01469519,0.7072819,0.0002347731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008762534,0.9357215,0.00397412,0.03500431,0.001873707,0.0002639813,0.0002005664,0.0001198144,0.01407944],"genre_scores_gemma":[0.06679372,0.9055243,0.009957565,0.01131812,0.003795474,0.0002865899,0.0004359836,0.00001523613,0.001873029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006330685,"threshold_uncertainty_score":0.01258773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06801322135811097,"score_gpt":0.3322568107117556,"score_spread":0.2642435893536447,"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."}}