{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002348287,0.0006501207,0.001171198,0.0002856998,0.0002358133,0.0000759777,0.0004550338,0.0004674081,0.0002930303],"category_scores_gemma":[0.00004038218,0.0005238755,0.0002858623,0.0001532109,0.0002678669,0.0004144546,0.0001151292,0.001262487,0.00005565879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510267,"about_ca_system_score_gemma":0.00006011683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009731231,"about_ca_topic_score_gemma":0.00007577277,"domain_scores_codex":[0.9973505,0.0002326325,0.0003339054,0.0007798928,0.0006295526,0.0006735661],"domain_scores_gemma":[0.9975134,0.0005136561,0.0004828147,0.001214269,0.0002006357,0.00007525724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004172521,0.0004275504,0.1389573,0.001095278,0.002461472,0.001004,0.01419177,6.96823e-7,0.002069231,0.000009952113,0.794757,0.04460852],"study_design_scores_gemma":[0.02016423,0.005327641,0.7645126,0.0231454,0.001316155,0.0002280184,0.002865354,0.0008396197,0.02386678,0.0001987516,0.154782,0.002753485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3419266,0.004122844,0.00009556833,0.6461247,0.0001984589,0.001392707,0.00007065177,0.0002195177,0.005849007],"genre_scores_gemma":[0.8885962,0.003654416,0.0003042804,0.1034738,0.001005251,0.00004087918,0.00009487153,0.0002184871,0.00261185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6399751,"threshold_uncertainty_score":0.9997213,"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."}}