{"id":"W2413492555","doi":"10.1097/qad.0000000000000753","title":"A frailty index predicts survival and incident multimorbidity independent of markers of HIV disease severity","year":2015,"lang":"en","type":"article","venue":"AIDS","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Dalhousie University","funders":"Dalhousie Medical Research Foundation; Gilead Sciences; Dalhousie University; Canadian Institutes of Health Research; Abbott Canada; Bristol-Myers Squibb","keywords":"Medicine; Hazard ratio; Confidence interval; Proportional hazards model; Cohort; Internal medicine; Cohort study; Prospective cohort study; Gerontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001782362,0.0003826574,0.0002940407,0.0008945713,0.0002997546,0.0006471712,0.0003745396,0.0004216408,0.001789398],"category_scores_gemma":[0.006947101,0.0001936265,0.0005063211,0.0005170346,0.0002535075,0.0004655917,0.000643275,0.0006044299,0.0002187091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779467,"about_ca_system_score_gemma":0.0004519262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003413321,"about_ca_topic_score_gemma":0.004714555,"domain_scores_codex":[0.999661,0.0001079028,0.00004210513,0.00006860976,0.00006383537,0.00005662969],"domain_scores_gemma":[0.9965429,0.0008219521,0.001703593,0.0002150915,0.0003066443,0.0004099587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005652837,0.00001540964,0.998574,0.000004006519,0.00003755248,0.000007550188,0.00001498985,0.00007856231,0.00005178794,0.000007202022,0.0000379884,0.001114478],"study_design_scores_gemma":[0.000006749944,0.0001014361,0.9979907,0.00001018183,0.00003521831,0.00008341823,0.00003942356,0.001562266,0.00005420994,0.00004942131,0.00006392482,0.00000320776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991444,0.0001532728,0.0002192489,0.00003864993,0.000004824599,0.000006465899,0.0002097211,0.000004812326,0.0002184405],"genre_scores_gemma":[0.9994567,0.00003675435,0.0001813088,0.000008068501,0.000006865938,0.000004106957,0.0002116296,9.259845e-7,0.0000935905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003413321,"threshold_uncertainty_score":0.009426117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474693131451629,"score_gpt":0.324626547631978,"score_spread":0.2798796163174617,"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."}}