{"id":"W4394748823","doi":"10.1016/j.cmet.2024.03.012","title":"The intersection of frailty and metabolism","year":2024,"lang":"en","type":"review","venue":"Cell Metabolism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health; Heart and Stroke Foundation of Canada","keywords":"Disease; Gerontology; Energy metabolism; Psychological intervention; Metabolism; Medicine; Biology; Internal medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004756805,0.0005472596,0.002288147,0.0002263831,0.00008961427,0.00006889831,0.0002752726,0.0004064332,0.00005725599],"category_scores_gemma":[0.0002079586,0.0003017955,0.0007685038,0.0004984252,0.0002832105,0.00006485924,0.0002387427,0.001021496,0.0002000093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005257485,"about_ca_system_score_gemma":0.0002883665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004971418,"about_ca_topic_score_gemma":0.000009542893,"domain_scores_codex":[0.9976477,0.0001771706,0.0008921042,0.0005479921,0.0003903279,0.0003447068],"domain_scores_gemma":[0.9982305,0.0002690686,0.0003695561,0.0008328142,0.0001240234,0.0001740858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000085098,0.00003421794,1.828414e-7,0.01876075,0.000433266,0.0000145048,0.0002222899,1.916625e-8,0.00001946377,0.001509795,0.008425975,0.970571],"study_design_scores_gemma":[0.0003576068,0.00002334661,0.00002421538,0.005698543,0.01072828,0.0001662698,0.00006523577,0.000005936908,0.00008079244,0.0003546387,0.9822618,0.0002333497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004483721,0.9876081,0.000023386,0.0001248693,0.003808865,0.0010418,0.00006359688,0.00008697055,0.007197594],"genre_scores_gemma":[0.00008242519,0.9824098,0.0002734399,0.00004592934,0.0009757996,0.0001125372,0.00004456988,0.0001190808,0.01593641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9738358,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528987239171518,"score_gpt":0.3370719108184436,"score_spread":0.2917820384267285,"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."}}