{"id":"W4409279607","doi":"10.1016/j.biopsych.2025.02.089","title":"Visceral Adipose Tissue is Associated With Brain Age Gap Estimation","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Adipose tissue; Medicine; Neuroscience; Estimation; Brain tissue; Internal medicine; Biology; Economics","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":[0.0004172657,0.0002999464,0.0002210026,0.0005307776,0.0002074184,0.0007260349,0.000356614,0.0004408931,0.002492601],"category_scores_gemma":[0.005497697,0.0001386308,0.0003631801,0.0005474725,0.0001708199,0.0005245914,0.000509349,0.0006358069,0.0002837835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000213338,"about_ca_system_score_gemma":0.0001715727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005147573,"about_ca_topic_score_gemma":0.004407943,"domain_scores_codex":[0.9998349,0.00002777696,0.00002670097,0.00004590044,0.00003382869,0.00003089269],"domain_scores_gemma":[0.997995,0.0004723564,0.001042759,0.0001139841,0.0002509614,0.0001249955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004231554,0.00003645482,0.9903215,0.00004646808,0.0001356999,0.0001981539,0.0001260973,0.0001864298,0.0004443648,0.0001382357,0.0001995428,0.007743947],"study_design_scores_gemma":[0.0000037824,0.00008186758,0.9974699,0.00003469458,0.00009001373,0.0005633942,0.0001955515,0.0006965118,0.000156559,0.0003641807,0.0003373594,0.000006193144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959003,0.001513974,0.0004702987,0.000148323,0.00002466436,0.000004769196,0.0004538628,0.000009095944,0.001474574],"genre_scores_gemma":[0.9991331,0.0001783578,0.0001703755,0.00001876672,0.00001280963,0.000002785955,0.0001778848,0.000002233688,0.0003036645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005147573,"threshold_uncertainty_score":0.01023525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880434885006877,"score_gpt":0.3218389503317592,"score_spread":0.2930346014816905,"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."}}