{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004539283,0.0005449631,0.0006749671,0.0008832403,0.0005083389,0.00117628,0.0003190092,0.0007691816,0.002440585],"category_scores_gemma":[0.003811227,0.0003649799,0.0008294987,0.0008093358,0.0004394379,0.000772366,0.0005734857,0.000628654,0.0005010443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764039,"about_ca_system_score_gemma":0.0003047882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01305841,"about_ca_topic_score_gemma":0.01963689,"domain_scores_codex":[0.9997372,0.00005767578,0.0000226312,0.00005031751,0.00004437508,0.00008780922],"domain_scores_gemma":[0.9991484,0.0002050172,0.0003090676,0.00004508129,0.00006760143,0.0002248141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00116242,0.00011167,0.9939684,0.00001696743,0.0001776741,0.0002698005,0.0006163772,0.00002490078,0.0003992102,0.00003014917,0.000101477,0.003120977],"study_design_scores_gemma":[0.000008904397,0.00008539449,0.999247,0.000004642059,0.0000424218,0.00009840402,0.0003759761,0.0000214112,0.00001766548,0.00003180684,0.00006346416,0.000002984039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980939,0.0005331585,0.00002475748,0.00006552372,0.00002275762,0.000005114591,0.00009590339,0.000001989497,0.001156974],"genre_scores_gemma":[0.998656,0.0002522512,0.00001767867,0.00007558983,0.00002538083,0.000003164108,0.0001561695,0.00000308531,0.0008107544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01305841,"threshold_uncertainty_score":0.02596486,"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."}}