{"id":"W4391839994","doi":"10.1037/neu0000947","title":"An examination of semantic performance in mild cognitive impairment progressors and nonprogressors.","year":2024,"lang":"en","type":"article","venue":"Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Université du Québec à Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé; Alzheimer Society Research Program; Alzheimer Society","keywords":"Episodic memory; Semantic memory; Psychology; Cognition; Verbal fluency test; Cognitive decline; Audiology; Effects of sleep deprivation on cognitive performance; Cognitive test; Boston Naming Test; Dementia; Clinical psychology; Disease; Developmental psychology; Medicine; Psychiatry; Internal medicine; Neuropsychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008335729,0.0005515781,0.0002925999,0.001699374,0.0004979717,0.0005184446,0.0004578893,0.0004334765,0.001278175],"category_scores_gemma":[0.002615424,0.0001438286,0.0003685266,0.0007679555,0.0003705182,0.0004872011,0.0004646438,0.0003392352,0.0003730985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005650974,"about_ca_system_score_gemma":0.0005956939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03034516,"about_ca_topic_score_gemma":0.04480621,"domain_scores_codex":[0.9997641,0.0000325941,0.00003312905,0.00004088259,0.00008365299,0.0000455966],"domain_scores_gemma":[0.9988679,0.00009192176,0.000437307,0.00005243957,0.0002923851,0.0002580713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002706722,0.00005775543,0.9957552,0.00001496904,0.00003817547,0.0001085893,0.0002508918,0.00002454219,0.0004736928,0.00001004836,0.00009103144,0.002904447],"study_design_scores_gemma":[0.000003641704,0.0001729179,0.9993605,0.000002468645,0.000007840908,0.0001490695,0.0001231654,0.00004168545,0.00005503203,0.000008823492,0.0000729776,0.0000018867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989599,0.0001479705,0.00004610822,0.000009927707,0.000002839338,0.00001468794,0.0004246676,0.00000471511,0.0003891942],"genre_scores_gemma":[0.9985833,0.00006340211,0.0001159529,0.000008231258,0.000004715409,0.00001124432,0.0008875845,0.000001859724,0.000323632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03034516,"threshold_uncertainty_score":0.06033707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012278287692779,"score_gpt":0.3563926956817842,"score_spread":0.3362699128048564,"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."}}