{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00108317,0.0002886835,0.0003665413,0.0008650664,0.0002639005,0.0005733696,0.000253575,0.0004052828,0.001893397],"category_scores_gemma":[0.005943556,0.0001071888,0.0002979073,0.0006777559,0.0003229303,0.0003218929,0.0005763422,0.0005534189,0.0002115384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781253,"about_ca_system_score_gemma":0.000243659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343972,"about_ca_topic_score_gemma":0.001429681,"domain_scores_codex":[0.9994826,0.0001667496,0.00006798415,0.00009419314,0.0001110084,0.00007727851],"domain_scores_gemma":[0.9965273,0.0006888928,0.001866282,0.000164939,0.0003294879,0.0004231128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005245418,0.00001503157,0.9988109,0.000005401564,0.0000324378,0.00001832419,0.00002396,0.00003753049,0.000063518,0.000008068226,0.00002604552,0.0009063845],"study_design_scores_gemma":[0.000002278308,0.00004926384,0.9996105,0.000004955846,0.000008822316,0.0001090464,0.00003766757,0.0001035707,0.00001959687,0.00001872726,0.00003390804,0.000001638971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989951,0.0003643834,0.00009692809,0.00003660476,0.000003246726,0.000005656696,0.0001995325,0.000002398254,0.0002961245],"genre_scores_gemma":[0.9996517,0.00005407578,0.0000631876,0.000006673994,0.000007786492,0.000005881197,0.0001644449,6.726932e-7,0.00004563566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001893397,"threshold_uncertainty_score":0.006334066,"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."}}