{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001372051,0.0001026627,0.0002563301,0.0004695292,0.00006783792,0.000004153387,0.00005774277,0.00007595019,0.0000946957],"category_scores_gemma":[0.00004406344,0.00009090441,0.00004183463,0.001044232,0.0000267805,0.00006699625,0.00003367451,0.0001429487,0.001240868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008061952,"about_ca_system_score_gemma":0.000089218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005396401,"about_ca_topic_score_gemma":0.00003783665,"domain_scores_codex":[0.999015,0.00003658726,0.0003462869,0.00019591,0.0001339598,0.0002722306],"domain_scores_gemma":[0.9993544,0.0001360921,0.0001012152,0.0002576126,0.00004161675,0.0001090183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008511914,0.0002820317,0.9868225,0.0002436137,0.00003335627,0.00004723869,0.001074287,0.00001590885,0.0002796079,0.0004568885,0.005422544,0.005236947],"study_design_scores_gemma":[0.002388602,0.0002648797,0.9796112,0.000416739,0.00006350733,0.00001557033,0.0002174618,0.001117144,0.0002430708,0.0002097554,0.01532867,0.0001233985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926071,0.002167004,0.00001319473,0.003348372,0.0001451248,0.0005409148,0.00004845665,0.0001534227,0.0009764031],"genre_scores_gemma":[0.9964858,0.001693114,0.0002075018,0.0008302687,0.00008075433,0.0001162385,0.00007702188,0.00002463409,0.0004846627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00990613,"threshold_uncertainty_score":0.9995368,"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."}}