{"id":"W2591104365","doi":"10.1038/srep43068","title":"A Frailty Index Based On Deficit Accumulation Quantifies Mortality Risk in Humans and in Mice","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Frailty Index; Ageing; Disease; Gerontology; Biology; Medicine; Physiology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002274208,0.0001617223,0.0002962906,0.0003753339,0.0003533413,0.0003112577,0.0001166997,0.0001275848,0.00006474672],"category_scores_gemma":[0.002240894,0.0001493426,0.00005584269,0.0002093991,0.0003667182,0.0002639437,0.00006590963,0.0003008288,0.00001034092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009682013,"about_ca_system_score_gemma":0.0001482434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00288676,"about_ca_topic_score_gemma":0.01342574,"domain_scores_codex":[0.9976277,0.00006966594,0.0005835747,0.0008440024,0.0005849907,0.0002900301],"domain_scores_gemma":[0.9976649,0.00008408762,0.0004752735,0.001571433,0.0001020992,0.0001022176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000548172,0.000157768,0.9945773,0.00005898783,0.00000571082,0.0005650941,0.0003744843,0.0005949249,0.002034567,0.000008378598,0.0003944161,0.001173505],"study_design_scores_gemma":[0.000846909,0.0000337039,0.9826938,0.0003142603,0.00002010352,0.00001955668,0.00006948903,0.01195433,0.001954762,0.001412913,0.0005385379,0.0001416637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952372,0.00003877556,0.00008361993,0.0003514766,0.001561564,0.0005625179,0.000006017946,0.00003661308,0.002122181],"genre_scores_gemma":[0.9987931,0.000003597499,0.0001634801,0.00004198137,0.00003308215,0.00002152246,0.00004514183,0.00001437841,0.0008836912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188358,"threshold_uncertainty_score":0.7491879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08584480071608738,"score_gpt":0.3688826056491627,"score_spread":0.2830378049330753,"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."}}