{"id":"W4389220530","doi":"10.5770/cgj.26.683","title":"Using Comprehensive Geriatric Assessment in Identifying Care Goals and Referral Services in a Frailty Intervention Clinic","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Providence Health Care","funders":"","keywords":"Medicine; Referral; Intervention (counseling); Rehabilitation; Health care; Geriatrics; Population; Family medicine; Gerontology; Nursing; Physical therapy; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006592076,0.0002665457,0.0005522694,0.002644836,0.002056622,0.002033492,0.0009332503,0.0006467054,0.000995541],"category_scores_gemma":[0.02038235,0.0003658044,0.0005006801,0.002238656,0.0005106345,0.00112373,0.001555369,0.00107907,0.0001449919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006340733,"about_ca_system_score_gemma":0.01581777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5412075,"about_ca_topic_score_gemma":0.7859955,"domain_scores_codex":[0.9933419,0.002325804,0.0009621973,0.0003968905,0.002023305,0.0009499178],"domain_scores_gemma":[0.991662,0.00176604,0.002247128,0.0001637439,0.002274384,0.001886623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008265496,0.0003778916,0.9696487,0.0001261712,0.00005687655,0.0001595345,0.003879517,0.0000914612,0.0001155746,0.00007413807,0.001950466,0.02343705],"study_design_scores_gemma":[0.00001719727,0.0001321519,0.9920726,0.0002674152,0.00002618042,0.0001084646,0.005700762,0.0006791741,0.00006144593,0.00007456381,0.0008345205,0.00002556749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893721,0.001434231,0.000628857,0.001733638,0.00005431386,0.0009658869,0.0007193644,0.00002803199,0.005063483],"genre_scores_gemma":[0.9959041,0.0005597613,0.002199145,0.0005262421,0.00001953122,0.0003268796,0.000271907,0.000004763632,0.0001875261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4587925,"threshold_uncertainty_score":0.9229888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035496731765405,"score_gpt":0.3939139715114753,"score_spread":0.2903642983349348,"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."}}