{"id":"W7132878224","doi":"","title":"Evaluation of a Healthy Aging Score in a Cohort of Older Adults Living with HIV in Canada","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Healthy aging; Cohort; Human immunodeficiency virus (HIV); Healthy ageing; Population ageing; Population; Construct (python library); Activities of daily living","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":[0.001265021,0.0002517565,0.000367317,0.001341802,0.003226319,0.001484684,0.0006627776,0.000366945,0.001627173],"category_scores_gemma":[0.004223534,0.0001893944,0.0005542249,0.001888849,0.0005077184,0.0004378204,0.0008379607,0.0009257588,0.0002532814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01583896,"about_ca_system_score_gemma":0.02469374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9610594,"about_ca_topic_score_gemma":0.9811524,"domain_scores_codex":[0.9993843,0.00005274446,0.00003450882,0.00004604096,0.0002679798,0.000214406],"domain_scores_gemma":[0.9978868,0.00008187626,0.0001683074,0.00003035637,0.001230361,0.0006022183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009349833,0.000201071,0.983967,0.00002588206,0.00002552976,0.00008538341,0.001967985,0.00004980408,0.0001136294,0.00008441692,0.001315744,0.01207011],"study_design_scores_gemma":[0.00001240851,0.000122664,0.9950286,0.00003309792,0.00001669297,0.00003849666,0.003338523,0.0002005339,0.0000601472,0.0000259791,0.001113315,0.000009722627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957415,0.0001975922,0.0000558155,0.0003973141,0.00001948893,0.0001887179,0.001026346,0.00000328244,0.002369939],"genre_scores_gemma":[0.9955342,0.0004883214,0.0003713681,0.0001670967,0.00001010684,0.00009483647,0.001187099,0.000003753793,0.002143278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03894061,"threshold_uncertainty_score":0.1149202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205273340589901,"score_gpt":0.3607424697015728,"score_spread":0.3402151356425827,"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."}}