{"id":"W4390201790","doi":"10.1002/alz.073671","title":"Social engagement, amyloid burden, and dementia: the Atherosclerosis Risk in Communities (ARIC)‐PET study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Dementia; Medicine; Gerontology; Psychology; Neurocognitive; Internal medicine; Clinical psychology; Disease; Psychiatry; Cognition","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":[0.001140651,0.0005344447,0.0004160175,0.0007552771,0.00146421,0.0009566111,0.000698278,0.001037509,0.001298239],"category_scores_gemma":[0.001515312,0.0004873886,0.0005010288,0.001298887,0.000358646,0.0006704025,0.0009730611,0.001028277,0.0002867042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005836405,"about_ca_system_score_gemma":0.0006230361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02581575,"about_ca_topic_score_gemma":0.03614181,"domain_scores_codex":[0.9993728,0.0002157854,0.0000565209,0.0001353959,0.00009181679,0.0001276868],"domain_scores_gemma":[0.9989582,0.0001057154,0.0002866968,0.0001079932,0.0001361806,0.0004051568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001158062,0.0005371007,0.9958091,0.00003079384,0.00019134,0.0001201392,0.0002289818,0.0000581176,0.0002540146,0.00003400541,0.0004020988,0.001176339],"study_design_scores_gemma":[0.00008683052,0.0002588284,0.9985636,0.00001345311,0.00006416026,0.0001204771,0.000286753,0.0002388544,0.00005158402,0.00004611983,0.0002592209,0.00001002634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979232,0.0001731368,0.00007452553,0.00004412402,0.000006957645,0.00005783009,0.0012875,0.000003275082,0.0004295693],"genre_scores_gemma":[0.9984692,0.00007461688,0.0001112533,0.00003894364,0.00001332978,0.00006871926,0.0009586979,0.000001834277,0.0002633984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02581575,"threshold_uncertainty_score":0.05133098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07233053326399998,"score_gpt":0.3427219862369946,"score_spread":0.2703914529729947,"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."}}