{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002634611,0.00009556956,0.0002574787,0.00008155832,0.00002954527,0.000002569972,0.00005471949,0.00007199292,0.00004313222],"category_scores_gemma":[0.0001906031,0.00008170306,0.00004242142,0.0001371452,0.00009032516,0.00005339176,0.00007364486,0.0001215372,0.000008833597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007907937,"about_ca_system_score_gemma":0.0002840889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000715145,"about_ca_topic_score_gemma":0.00001886896,"domain_scores_codex":[0.9989993,0.00006362934,0.0002887995,0.0001768607,0.0003385995,0.0001328396],"domain_scores_gemma":[0.998875,0.00005220769,0.0001262999,0.0003188436,0.000187624,0.0004400213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005232727,0.0004302024,0.9961662,0.0001215031,0.00007609831,0.00001453619,0.0001920049,0.000007786733,0.00002760596,0.00008993333,0.0004443029,0.001906584],"study_design_scores_gemma":[0.002854572,0.0003087922,0.9945074,0.0001006775,0.0001188197,0.000005874658,0.000120431,0.001305288,0.00006203399,0.0001917304,0.0003699098,0.00005441234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971822,0.0002665392,0.000274438,0.000219847,0.00007561197,0.0003844592,0.0001033997,0.00001991861,0.001473625],"genre_scores_gemma":[0.9990215,0.00005468136,0.0005418338,0.00003373013,0.00002057021,0.00001862783,0.00005892535,0.000009211411,0.0002409603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002331299,"threshold_uncertainty_score":0.3331754,"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."}}