{"id":"W4362474151","doi":"10.2147/cia.s404734","title":"The Relationship Between Sarcopenia, Cognitive Impairment, and Cerebral White Matter Hyperintensity in the Elderly","year":2023,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Hyperintensity; Cognitive impairment; Cognition; White matter; Physical medicine and rehabilitation; Gerontology; Internal medicine; Magnetic resonance imaging; Psychiatry; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003640371,0.0002582434,0.000246752,0.0006163031,0.0002196085,0.0002953348,0.0001414316,0.0002569104,0.0008959451],"category_scores_gemma":[0.001421251,0.0001228581,0.0001793442,0.0004868062,0.0001608784,0.000178874,0.0002344278,0.0002428674,0.0001447496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246082,"about_ca_system_score_gemma":0.000171738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167965,"about_ca_topic_score_gemma":0.004032537,"domain_scores_codex":[0.9998802,0.000025483,0.00001932801,0.00002067241,0.0000303974,0.00002398071],"domain_scores_gemma":[0.999294,0.0001105044,0.0003579933,0.0000305696,0.0000763849,0.000130536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001143938,0.00004041787,0.9987754,0.000007389308,0.00004216025,0.00003993251,0.00001690736,0.00001661799,0.0001236144,0.000002636765,0.00001680823,0.0008037176],"study_design_scores_gemma":[0.000002519222,0.0000600815,0.9997036,0.000001649154,0.0000104,0.0001122501,0.0000207888,0.00004068572,0.00002497843,0.000005078613,0.00001732745,6.94455e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999498,0.0002181514,0.00002698118,0.00001237716,0.000001857693,0.000003147752,0.00009770459,0.000001009574,0.0001407374],"genre_scores_gemma":[0.9995925,0.0001090611,0.00004649875,0.0000138344,0.000006010529,0.000004372627,0.0001560542,3.707104e-7,0.00007142177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002167965,"threshold_uncertainty_score":0.004310668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3001254410034078,"score_gpt":0.4990253981643302,"score_spread":0.1988999571609223,"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."}}