{"id":"W2738029350","doi":"10.1111/hiv.12527","title":"Correlates of frailty phenotype and frailty index and their associations with clinical outcomes","year":2017,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Frailty Index; Observational study; Gerontology; Frailty syndrome; Clinical phenotype; Cross-sectional study; Internal medicine; Phenotype; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004734465,0.0002081053,0.000824984,0.00007479937,0.0001931532,0.00001408695,0.0001385278,0.0001799958,0.0001090565],"category_scores_gemma":[0.002949814,0.0001197103,0.00004909212,0.00005763867,0.001134797,0.0001073186,0.000098868,0.0003949469,0.000007324015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001985017,"about_ca_system_score_gemma":0.00007464191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002760225,"about_ca_topic_score_gemma":0.0002290689,"domain_scores_codex":[0.9986684,0.00004448651,0.0004812587,0.0003053791,0.0002905364,0.0002098865],"domain_scores_gemma":[0.9977311,0.0007583048,0.0004180376,0.0006653884,0.0001891684,0.0002379783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001313812,0.00008709165,0.9847156,0.00005137499,0.0002367678,0.0000122493,0.0009907119,2.753016e-7,0.0000548272,0.0002130777,0.002951695,0.01055496],"study_design_scores_gemma":[0.00689715,0.0006684456,0.9883779,0.0004160735,0.000216799,0.000027407,0.0004060974,0.0002764934,0.00002907266,0.000470548,0.002095204,0.0001188594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743521,0.000563039,0.0003983704,0.01796614,0.0002760584,0.0003702381,0.00004390348,0.00004925603,0.005980927],"genre_scores_gemma":[0.9958807,0.0002420896,0.0003803019,0.0006840148,0.0002198431,0.000006677066,0.00003542706,0.00002435154,0.002526657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02152857,"threshold_uncertainty_score":0.4881646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06450078869969227,"score_gpt":0.3575976525045941,"score_spread":0.2930968638049019,"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."}}