{"id":"W4390193523","doi":"10.1002/alz.074992","title":"Sex Differences in Behavioral and Psychological Symptoms in Institutionalized Patients with Advanced Alzheimer’s Disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Dementia Research Alliance; McMaster University; Toronto Rehabilitation Institute; Ontario Shores Centre for Mental Health Sciences; Hotchkiss Brain Institute; McGill University; University of Calgary; Queen's University; St. Michael's Hospital; West Park Healthcare Centre; Centre for Addiction and Mental Health; University Health Network; Western University; University of Toronto","funders":"","keywords":"Dementia; Irritability; Psychosis; Psychology; Psychiatry; Anxiety; Distress; Depression (economics); Clinical psychology; Medicine; Disease; 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":[0.000526159,0.0002081556,0.0003653672,0.0007789203,0.0004129339,0.0005756637,0.0002352953,0.000300141,0.002487134],"category_scores_gemma":[0.002269002,0.000128237,0.0003705626,0.000753177,0.0002174275,0.0003236092,0.0003600245,0.0003135991,0.000228511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698871,"about_ca_system_score_gemma":0.0001458128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952233,"about_ca_topic_score_gemma":0.002192428,"domain_scores_codex":[0.9995704,0.000111396,0.00005796523,0.0001068998,0.00007951974,0.00007391598],"domain_scores_gemma":[0.9989426,0.000208656,0.0005674136,0.0000611779,0.00008967913,0.0001305438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002735994,0.00003822329,0.9976809,0.000007915811,0.00004654137,0.00009740017,0.0001423776,0.0000112545,0.000142882,0.00001341972,0.00007466954,0.001470784],"study_design_scores_gemma":[0.000006027325,0.00006267722,0.9994144,0.00000403274,0.0000107085,0.0001682548,0.0002044352,0.00003351113,0.00001815374,0.00001924791,0.00005649152,0.000002023452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989727,0.0003032127,0.00003629145,0.00002911321,0.000009424959,0.000005311048,0.0002295025,0.000001363207,0.0004130783],"genre_scores_gemma":[0.9996597,0.00005870186,0.00001889196,0.0000216033,0.000007555889,0.000005770638,0.0001263828,8.813041e-7,0.0001006301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002487134,"threshold_uncertainty_score":0.008320272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05596293899146119,"score_gpt":0.3556487906759374,"score_spread":0.2996858516844761,"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."}}