{"id":"W4320492490","doi":"10.3390/v15020517","title":"Correlates of Healthy Aging in Geriatric HIV (CHANGE HIV)—CTN 314","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; AIDS Vancouver; University of British Columbia; McGill University Health Centre; Sunnybrook Health Science Centre; Maple Leaf Medical Clinic; Women's College Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Loneliness; Gerontology; Successful aging; Cohort; Quality of life (healthcare); Medicine; Mental health; Psychological resilience; Cohort study; Human immunodeficiency virus (HIV); Healthy aging; Population; Psychology; Environmental health; Psychiatry; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004554144,0.0003085683,0.0003338941,0.001050172,0.002202346,0.0006404219,0.0007021694,0.0003418302,0.001840424],"category_scores_gemma":[0.001129686,0.0002203335,0.0003440149,0.001753124,0.0002651319,0.0002546825,0.0008537812,0.0006416606,0.0003169118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004125545,"about_ca_system_score_gemma":0.005799746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8164457,"about_ca_topic_score_gemma":0.9044773,"domain_scores_codex":[0.9997752,0.0000191528,0.00001423482,0.00002150735,0.00009228269,0.00007772441],"domain_scores_gemma":[0.9993868,0.00002225376,0.0001045623,0.00003181636,0.0002786681,0.0001758312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001930365,0.0001229244,0.9869815,0.00003470761,0.0000381057,0.00009970871,0.000224907,0.0001198965,0.0001416778,0.0001000381,0.004827796,0.00711565],"study_design_scores_gemma":[0.0000213862,0.00007455184,0.9979662,0.00002924924,0.00002321001,0.0001151747,0.0002581203,0.00008934634,0.0000431937,0.00003308568,0.001340692,0.000005884331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808199,0.0007146597,0.0001245076,0.0002767082,0.00004163466,0.0004042877,0.01320309,0.00001234673,0.004403019],"genre_scores_gemma":[0.9862344,0.0005554585,0.0004643564,0.0001715363,0.00003533388,0.0001935392,0.009975224,0.0000046704,0.002365351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8164457,"threshold_uncertainty_score":0.3692705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07804467508439376,"score_gpt":0.365545051677108,"score_spread":0.2875003765927143,"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."}}