{"id":"W4400958254","doi":"10.20900/agmr20240004","title":"Weakness Status is Differentially Associated with Time to Diabetes in Americans","year":2024,"lang":"en","type":"article","venue":"Advances in Geriatric Medicine and Research","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Ottawa","funders":"National Institute on Aging; National Institutes of Health; Health Resources and Services Administration; Government of Canada; U.S. Department of Health and Human Services","keywords":"Diabetes mellitus; Weakness; Medicine; Gerontology; Psychology; Endocrinology; Surgery","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":[0.001150107,0.0001318599,0.0004407695,0.001299714,0.00006895565,0.00002195947,0.00007420785,0.00006423209,0.0006816175],"category_scores_gemma":[0.0004730073,0.00008708236,0.00001690831,0.002836664,0.0002375727,0.0001095534,0.0000519664,0.0006190402,0.00004472378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762509,"about_ca_system_score_gemma":0.0002112451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001571992,"about_ca_topic_score_gemma":0.0001048228,"domain_scores_codex":[0.9977345,0.0001667625,0.0003379067,0.0004018525,0.0006579254,0.0007010907],"domain_scores_gemma":[0.9985569,0.000806451,0.00002617834,0.0001531124,0.000129725,0.0003276082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001030503,0.0006635413,0.6619281,0.00457039,0.0001083791,0.00109628,0.008900235,0.0000124664,0.005088919,0.0004412812,0.02770475,0.2884552],"study_design_scores_gemma":[0.0153548,0.009247305,0.4560045,0.02473307,0.0001388359,0.00004457512,0.005560564,0.008580582,0.0005606026,0.004612949,0.4742441,0.0009180869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336907,0.03111796,0.00004997813,0.02568662,0.0001818243,0.0008907708,0.00001311122,0.00006647857,0.0083026],"genre_scores_gemma":[0.9788862,0.0154041,0.0003646108,0.001375665,0.0003707367,0.0001312987,0.00003407291,0.00003387774,0.003399373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465394,"threshold_uncertainty_score":0.7463233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04735398842494993,"score_gpt":0.4271583736300216,"score_spread":0.3798043852050716,"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."}}