{"id":"W4390080079","doi":"10.1093/geroni/igad104.3691","title":"UTILIZING VALID, RELIABLE, AND PRACTICAL MEASURES OF HEALTH STATUS IN PRIMARY GERIATRIC CARE: TRANSLATING RESEARCH INTO USUAL CARE WITH THE SENIOR’S HEALTH ASSESSMENT REPORT AND PLAN (SHARP™)","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polypharmacy; Medicine; Psychological intervention; Health care; Test (biology); Grip strength; Medical diagnosis; Geriatrics; Physical therapy; Population; Family medicine; Gerontology; Nursing; Intensive care medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06049911,0.000474167,0.000690607,0.00157374,0.0007077482,0.002471996,0.001273408,0.001103245,0.001329239],"category_scores_gemma":[0.110246,0.0004413821,0.001401366,0.001633204,0.00109914,0.001849607,0.001832756,0.0009214332,0.0002403789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310787,"about_ca_system_score_gemma":0.005236807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006186203,"about_ca_topic_score_gemma":0.006405411,"domain_scores_codex":[0.9664411,0.0218894,0.003686708,0.001510271,0.005639717,0.0008328965],"domain_scores_gemma":[0.9442086,0.03311855,0.005816362,0.006107307,0.009409267,0.001340026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005935408,0.002137022,0.6777019,0.001982379,0.0007301597,0.0001730739,0.003467038,0.0005911152,0.0008731944,0.00107505,0.004885341,0.3057902],"study_design_scores_gemma":[0.0005822984,0.00573905,0.9736072,0.002710837,0.0008613575,0.0003183187,0.003935304,0.002256043,0.001717175,0.002339246,0.005836027,0.00009702183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575979,0.004032923,0.01345971,0.01144656,0.001021845,0.003456881,0.001552214,0.0001213572,0.007310655],"genre_scores_gemma":[0.9672529,0.00144005,0.02768789,0.001132048,0.0003553778,0.001422722,0.0005272685,0.00001567816,0.0001661256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06049911,"threshold_uncertainty_score":0.3199537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395181538185824,"score_gpt":0.4516869080450686,"score_spread":0.3121687542264862,"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."}}