{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006128569,0.0002073644,0.0004439947,0.002481179,0.0001585594,0.0001883136,0.0001589132,0.000204797,0.0001264763],"category_scores_gemma":[0.00009124383,0.000226072,0.0001222497,0.001625119,0.00003241796,0.000299769,0.00007760025,0.0009261422,0.00002698668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017004,"about_ca_system_score_gemma":0.0009391985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03719982,"about_ca_topic_score_gemma":0.2173035,"domain_scores_codex":[0.9977108,0.0001869269,0.0008176144,0.0003288965,0.0003256825,0.000630033],"domain_scores_gemma":[0.9986224,0.00008797212,0.0002548599,0.0002033996,0.0002380925,0.0005932526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009832412,0.00006419553,0.9601008,0.001587403,0.00009880627,0.004750072,0.00698866,0.0005112218,0.0009272281,0.00001855359,0.001353211,0.02350147],"study_design_scores_gemma":[0.003931149,0.0001197331,0.9783067,0.0008782155,0.00008019404,0.0005934738,0.01104972,0.002657436,0.00001225998,0.0002436142,0.001879017,0.0002485003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948433,0.002543367,0.0000398269,0.000694359,0.00102414,0.0004052584,0.0000321374,0.00002557336,0.0003920386],"genre_scores_gemma":[0.9967756,0.0008102094,0.001502429,0.000247942,0.0003337397,0.000008626741,0.00006179141,0.00003923198,0.0002204148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1801037,"threshold_uncertainty_score":0.9692116,"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."}}