{"id":"W2149818551","doi":"10.1093/gerona/glu089","title":"Frailty in the Honolulu-Asia Aging Study: Deficit Accumulation in a Male Cohort Followed to 90% Mortality","year":2014,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Cohort; Gerontology; Demography; Cohort study; Medicine; Internal medicine; Sociology","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":[0.0009873181,0.0003046118,0.000299055,0.0006670681,0.0003837618,0.0004578647,0.0003192228,0.0002571432,0.0005495818],"category_scores_gemma":[0.00121565,0.0001675823,0.0004908225,0.0008126744,0.0001999425,0.0003405965,0.0004873319,0.0004213379,0.0001316442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285661,"about_ca_system_score_gemma":0.0003947551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02918142,"about_ca_topic_score_gemma":0.03219574,"domain_scores_codex":[0.9997906,0.00005352432,0.00002064834,0.0000515028,0.00004241963,0.00004132348],"domain_scores_gemma":[0.9993037,0.00005288093,0.0002693315,0.00009299399,0.0001143727,0.0001667248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005339553,0.0000123844,0.99911,0.000003904361,0.00004919374,0.00003072503,0.00007915415,0.0000200895,0.00008659109,0.000005611116,0.00006357048,0.0004852739],"study_design_scores_gemma":[0.000002550491,0.0000262653,0.9997486,0.000002356341,0.00001380652,0.00003191301,0.00005496653,0.00005533596,0.00001296393,0.000004824181,0.00004523904,0.00000109142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990835,0.0001416652,0.00005571698,0.0000246532,0.000004096476,0.000008164337,0.0005106392,0.000001878736,0.0001696986],"genre_scores_gemma":[0.9993,0.00006431728,0.00004303184,0.00001490728,0.000005763865,0.000009494364,0.0004800016,0.000001010681,0.00008146229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02918142,"threshold_uncertainty_score":0.05802315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188048359111291,"score_gpt":0.4016417383437257,"score_spread":0.2828369024325966,"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."}}