{"id":"W2128898094","doi":"10.1001/archneur.58.3.493","title":"Frontal Lobe Hypometabolism Predicts Cognitive Decline in Patients With Lacunar Infarcts","year":2001,"lang":"en","type":"article","venue":"Archives of Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; U.S. Department of Veterans Affairs","keywords":"Cognitive decline; Dementia; Frontal lobe; Psychology; Cognition; Cardiology; Cerebral blood flow; Montreal Cognitive Assessment; Internal medicine; Atrophy; Alzheimer's disease; Positron emission tomography; Medicine; Audiology; Neuroscience; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008636182,0.0001558567,0.0003534762,0.0003981848,0.00002871186,0.000004740839,0.0001149864,0.00005088297,0.0001615722],"category_scores_gemma":[0.0001890168,0.0001231695,0.00005636468,0.0002284885,0.0003724007,0.00007855562,0.0001619338,0.0003131922,0.00002101912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000347299,"about_ca_system_score_gemma":0.00007358831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005183471,"about_ca_topic_score_gemma":0.00005937666,"domain_scores_codex":[0.9984836,0.0001588813,0.0002690346,0.0003224889,0.0003373227,0.0004286849],"domain_scores_gemma":[0.9992069,0.0003156539,0.00008083952,0.000154884,0.00008723558,0.0001544678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01134684,0.001225923,0.9679235,0.00002402522,0.00007250581,0.000256698,0.000221531,0.000001470666,0.0003400518,0.00003477167,0.00002126596,0.01853146],"study_design_scores_gemma":[0.0127276,0.006124081,0.9788935,0.0000505571,0.00006106344,0.0000421849,0.00002817328,0.00007518887,0.0003023543,0.0003741788,0.001230713,0.00009036296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869523,0.00007357301,0.0001241271,0.001004133,0.00004517366,0.0006492164,0.00002676026,0.00001965472,0.01110506],"genre_scores_gemma":[0.9973211,0.0001200035,0.0001429826,0.002029165,0.00004602152,0.00002968118,0.0001008436,0.00002063515,0.0001895798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844109,"threshold_uncertainty_score":0.5022706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007857480661193801,"score_gpt":0.2563944419313688,"score_spread":0.248536961270175,"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."}}