{"id":"W2769969382","doi":"10.3851/imp3211","title":"Article Commentary: Frailty: Is Thy Name…..Universal? Evolving Challenges of Managing Effectively Treated Older People Living with HIV","year":2017,"lang":"en","type":"letter","venue":"Antiviral Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Frailty Index; Operationalization; Gerontology; Vulnerability (computing); Human immunodeficiency virus (HIV); Medicine; Quality of life (healthcare); Population; Construct (python library); Scale (ratio); Computer science; Family medicine; Computer security; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002767639,0.0008881734,0.001531485,0.0008008964,0.002954274,0.002146637,0.003099041,0.04334511,0.008069774],"category_scores_gemma":[0.02657951,0.0006698808,0.001185159,0.0007344115,0.00237786,0.004463606,0.001145744,0.03633772,0.007495387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004114759,"about_ca_system_score_gemma":0.003893385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006301148,"about_ca_topic_score_gemma":0.005991085,"domain_scores_codex":[0.9975945,0.0009846725,0.0002944046,0.0002920316,0.0005734292,0.0002608494],"domain_scores_gemma":[0.9906713,0.005237802,0.0006170938,0.0002144285,0.002224839,0.001034571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004016751,0.0000293191,0.0005350275,0.00009021148,0.00001238353,0.003110216,0.0001929989,0.00005732064,0.00008693112,0.0007678455,0.9905396,0.004538083],"study_design_scores_gemma":[0.0002837701,0.0001777023,0.002186667,0.001316082,0.00007755194,0.01649249,0.001324159,0.001083625,0.0004922283,0.007780629,0.9686297,0.000155377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006345883,0.001159543,0.00007134946,0.9706471,0.02567425,0.00002041942,0.00007942235,0.00004502487,0.001668286],"genre_scores_gemma":[0.005711325,0.001632008,0.0001739214,0.919422,0.06931216,0.0000454693,0.00005285791,0.00003133887,0.003618851],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04334511,"threshold_uncertainty_score":0.02985483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238977691615385,"score_gpt":0.2676678152981051,"score_spread":0.2452780383819513,"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."}}