{"id":"W3194116139","doi":"10.2174/1567205018666210820125543","title":"Cerebral Microbleeds and White Matter Hyperintensities are Associated with Cognitive Decline in an Asian Memory Clinic Study","year":2021,"lang":"en","type":"article","venue":"Current Alzheimer Research","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; National University Health System; BrightFocus Foundation","keywords":"Cerebral amyloid angiopathy; Hyperintensity; Cognitive decline; Dementia; Leukoaraiosis; Cognition; Neuropsychology; Stroke (engine); Cardiology; Psychology; Medicine; Memory clinic; Internal medicine; Magnetic resonance imaging; Psychiatry; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001959171,0.000287364,0.0006498572,0.000535252,0.0002555576,0.0001798606,0.0001814002,0.0001501857,0.001718889],"category_scores_gemma":[0.0004302986,0.0002287304,0.00007259042,0.001025186,0.0004893111,0.0002503729,0.0004576624,0.002091015,0.000286801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009261585,"about_ca_system_score_gemma":0.0004464786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006207822,"about_ca_topic_score_gemma":0.001728017,"domain_scores_codex":[0.9954831,0.001076733,0.0004701283,0.0008237918,0.001138756,0.001007482],"domain_scores_gemma":[0.996875,0.0002986885,0.00007194391,0.0004315526,0.001905181,0.0004176502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001022694,0.002768943,0.9731894,0.0001211775,0.0003318012,0.001389353,0.003132018,2.727858e-7,0.0001753735,0.000002004239,0.00071576,0.01715127],"study_design_scores_gemma":[0.005215646,0.001301215,0.9514145,0.0006714295,0.0002189765,0.0001423771,0.03910019,0.0006781847,0.000882433,0.00003507114,0.0000404859,0.0002994406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896127,0.004480992,0.000003265253,0.002981003,0.00009645503,0.001273658,0.00003570452,0.0000407986,0.001475399],"genre_scores_gemma":[0.9975379,0.00007287288,0.00009224137,0.0002153221,0.0001692838,0.0001219867,0.0001814462,0.00006233311,0.001546602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03596817,"threshold_uncertainty_score":0.9991937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462643759523725,"score_gpt":0.4180920252043389,"score_spread":0.2718276492519664,"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."}}