{"id":"W2985695431","doi":"10.1093/geroni/igz038.2518","title":"HAS FRAILTY SCORE AND FRAILTY LETHALITY CHANGED OVER TIME? HARMONIZATION OF NHANES COHORTS FROM 1999 TO 2016","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Life expectancy; Cohort; Demography; Frailty Index; Hazard ratio; Gerontology; Proportional hazards model; National Health and Nutrition Examination Survey; Cohort study; Population; Internal medicine; Environmental health; Confidence interval","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":[0.009967601,0.000323119,0.0006655358,0.001314025,0.0004306971,0.0009717122,0.001075637,0.0004658477,0.00102884],"category_scores_gemma":[0.01615067,0.0003406418,0.001785418,0.00291416,0.0004094006,0.0007966217,0.001672786,0.0007746776,0.0003151877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009218815,"about_ca_system_score_gemma":0.001198003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03490421,"about_ca_topic_score_gemma":0.04078022,"domain_scores_codex":[0.9945552,0.002145189,0.0009487292,0.001136133,0.000779452,0.0004352497],"domain_scores_gemma":[0.9919819,0.001041586,0.002842078,0.002149452,0.001644983,0.0003399181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000341237,0.00003148107,0.9894203,0.0001082985,0.001217289,0.00002872991,0.0003777266,0.0003794718,0.0001676153,0.0002049135,0.003048318,0.00467459],"study_design_scores_gemma":[0.00001324328,0.00004440603,0.9968346,0.00005076791,0.0001307631,0.00003053653,0.0002192934,0.0002834057,0.00008457926,0.00007972371,0.002217614,0.00001113779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598755,0.001607929,0.003032677,0.0008398871,0.0001719323,0.0001714152,0.03240793,0.00005357164,0.001839115],"genre_scores_gemma":[0.9680377,0.0003059409,0.001025204,0.0002998621,0.00004701775,0.000309141,0.02946292,0.00003330029,0.0004790696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03490421,"threshold_uncertainty_score":0.0694021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04815428547019149,"score_gpt":0.300748579329557,"score_spread":0.2525942938593655,"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."}}