{"id":"W4284679543","doi":"10.1016/j.jpsychires.2022.07.002","title":"Neuropsychiatric symptoms influence differently cognitive decline in older women and men","year":2022,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; Université de Montréal; Ontario Brain Institute; Institut Universitaire de Gériatrie de Montréal","funders":"National Institute on Aging; U.S. Department of Defense","keywords":"Apathy; Cognition; Verbal fluency test; Depression (economics); Effects of sleep deprivation on cognitive performance; Psychology; Neuropsychology; Cognitive decline; Clinical psychology; Dementia; Disease; Psychiatry; Medicine; Internal medicine","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":[0.004792541,0.0001773921,0.0004531972,0.002734306,0.0003230644,0.00008553587,0.0003542448,0.00005467774,0.0008999548],"category_scores_gemma":[0.0005005411,0.0001463724,0.0001163557,0.002880691,0.0001731278,0.0001641607,0.0005441075,0.002176179,0.00001499706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122164,"about_ca_system_score_gemma":0.000708634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004696704,"about_ca_topic_score_gemma":0.000003932598,"domain_scores_codex":[0.9942462,0.001044493,0.0007941668,0.0003542692,0.002712454,0.0008484588],"domain_scores_gemma":[0.9977138,0.0005497432,0.000235606,0.0001914941,0.0008154359,0.0004939138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002922927,0.001478496,0.9781784,0.0001264697,0.0001029668,0.0004498425,0.0009531231,0.000005320876,0.0003859176,0.00006536749,0.001400066,0.01393108],"study_design_scores_gemma":[0.00934561,0.006589597,0.9771131,0.00005197989,0.00004266078,0.0006246169,0.00329495,0.00009246351,0.0000204139,0.001636995,0.001061717,0.0001258487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900277,0.002005716,0.00002708715,0.003919299,0.000168719,0.0007694213,0.000008899557,0.000008266007,0.003064856],"genre_scores_gemma":[0.9971015,0.0009788007,0.00009361213,0.000448019,0.0002542745,0.0001004676,0.000003456954,0.00003068305,0.0009892287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380523,"threshold_uncertainty_score":0.9853873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765088061792893,"score_gpt":0.3666583611489359,"score_spread":0.3490074805310069,"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."}}