{"id":"W4402149165","doi":"10.1016/j.cccb.2024.100339","title":"Standing middle cerebral artery velocity predict cognitive performance on working memory tasks in adults with varying levels of cognitive abilities","year":2024,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cognition; Working memory; Middle cerebral artery; Psychology; Cognitive psychology; Physical medicine and rehabilitation; Medicine; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003109328,0.0002166313,0.0003476209,0.0003814464,0.0001293812,0.00004788228,0.00002313808,0.0001276518,0.0002672484],"category_scores_gemma":[0.00009308496,0.0002009786,0.0001504562,0.0003541897,0.0001445352,0.0003491973,0.00001916266,0.0002972961,0.000008766712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225948,"about_ca_system_score_gemma":0.0001814004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002223857,"about_ca_topic_score_gemma":0.0000134203,"domain_scores_codex":[0.998281,0.0001085148,0.0004268177,0.0004572344,0.0004528426,0.0002735632],"domain_scores_gemma":[0.9992319,0.0001811404,0.0001000025,0.0001019706,0.0002128366,0.0001721559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00688335,0.001165676,0.5910602,0.008468306,0.0003891622,0.000232117,0.006930484,0.00004802887,0.0007329765,0.0001164085,0.000005465818,0.3839679],"study_design_scores_gemma":[0.00648471,0.0003335103,0.9679113,0.01825395,0.001004273,0.0001324639,0.001868279,0.002587344,0.001107409,0.00007730122,0.000001024234,0.0002384155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951345,0.000612788,0.0007495394,0.00002531266,0.0001522762,0.001421133,0.0002089888,0.00009999758,0.001595495],"genre_scores_gemma":[0.9988858,0.00003657893,0.00004933386,0.00009938418,0.0001311741,0.0002034686,0.0005342097,0.00002962181,0.0000304152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3837295,"threshold_uncertainty_score":0.8195668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0496134448822679,"score_gpt":0.2861828033886181,"score_spread":0.2365693585063502,"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."}}