{"id":"W4282968825","doi":"10.1093/ageing/afac126.043","title":"992 RESULTS OF A PILOT HIV/FRAILTY CLINIC - CAN COMPREHENSIVE GERIATRIC ASSESSMENT BENEFIT FRAIL PEOPLE LIVING WITH HIV?","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polypharmacy; Referral; Montreal Cognitive Assessment; Medical assessment; Gerontology; Human immunodeficiency virus (HIV); Geriatrics; Cognitive impairment; Older people; Physical therapy; Cognition; Family medicine; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001399081,0.0001403237,0.0003508331,0.0001312258,0.0004306469,0.00001072614,0.00006758131,0.00002969541,0.0001491123],"category_scores_gemma":[0.00002175216,0.0001186575,0.0000448899,0.0003691347,0.00002884257,0.00003856495,0.0001208997,0.0002951733,0.000007705747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024949,"about_ca_system_score_gemma":0.0001480538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077845,"about_ca_topic_score_gemma":0.0002278839,"domain_scores_codex":[0.9987443,0.00006439926,0.0003958905,0.0003179699,0.0002399988,0.0002374185],"domain_scores_gemma":[0.998956,0.0002979288,0.0002205813,0.0003178007,0.0000754506,0.0001322267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002846656,0.007672384,0.8564943,0.002283841,0.002192596,0.01460343,0.03452266,0.001541789,0.004235003,0.001690507,0.01470932,0.05720752],"study_design_scores_gemma":[0.003473848,0.00164239,0.9888337,0.0002550555,0.0001898879,0.00006819263,0.001114492,0.0003939838,0.000005524625,0.00005004651,0.003841373,0.0001315049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919192,0.0004730398,0.0000946906,0.001288038,0.00004166298,0.00047609,0.0001066708,0.00004300121,0.005557587],"genre_scores_gemma":[0.9942289,0.0001595605,0.001472745,0.0003070595,0.0000386641,0.00008726635,0.0001668999,0.00002127369,0.003517605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1323394,"threshold_uncertainty_score":0.4838714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423898248190725,"score_gpt":0.316501425895076,"score_spread":0.2822624434131687,"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."}}