{"id":"W2162308739","doi":"10.1093/infdis/jiu258","title":"Frailty in People Aging With Human Immunodeficiency Virus (HIV) Infection","year":2014,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; McGill University Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Human immunodeficiency virus (HIV); Vulnerability (computing); Gerontology; Medicine; Population; Immunology; Health care; Environmental health; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002565416,0.0001048136,0.0002272282,0.0002152828,0.0002717095,0.00001600772,0.0000592045,0.00003174394,0.00005626003],"category_scores_gemma":[0.00007336677,0.00006088596,0.00006692886,0.0003504463,0.00004806709,0.0001072895,0.000014397,0.0002557952,0.00002757176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669525,"about_ca_system_score_gemma":0.0001172221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007737798,"about_ca_topic_score_gemma":0.0003968297,"domain_scores_codex":[0.9991205,0.0001216214,0.0003272754,0.00007560436,0.0001914625,0.0001635861],"domain_scores_gemma":[0.9991465,0.0001123295,0.0002682756,0.0002135348,0.0001578815,0.0001014844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001097309,0.0007759208,0.9949368,0.000039662,0.00006065859,0.000006754935,0.0004848777,0.0007499562,0.0004232991,0.0001619418,0.000124062,0.002126375],"study_design_scores_gemma":[0.002231687,0.0009701916,0.9946279,0.0002654555,0.0002714497,0.0004305478,0.00005256524,0.0001695041,0.00007051695,0.0004160414,0.0004279606,0.00006616141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951975,0.0005013061,0.001029213,0.0003474049,0.00005531351,0.0001770394,0.000002359312,0.000029629,0.002660283],"genre_scores_gemma":[0.9994317,0.0002223732,0.00001665879,0.0001601351,0.00007645561,0.000007269025,0.000004638895,0.00001395504,0.00006683238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00423423,"threshold_uncertainty_score":0.2482857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138654212221755,"score_gpt":0.2982843526558778,"score_spread":0.2868978105336603,"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."}}