{"id":"W4226029213","doi":"10.1186/s13195-022-00991-z","title":"Sex differences in neuropsychiatric symptoms in Alzheimer’s disease dementia: a meta-analysis","year":2022,"lang":"en","type":"review","venue":"Alzheimer s Research & Therapy","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Calgary","funders":"ZonMw","keywords":"Meta-analysis; Dementia; Confidence interval; PsycINFO; Odds ratio; Medicine; Publication bias; MEDLINE; Alzheimer's disease; Psychosis; Clinical Dementia Rating; Internal medicine; Disease; Psychiatry; Biology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005620405,0.001018991,0.005721909,0.008286972,0.0003278552,0.0002514842,0.001476621,0.0002671861,0.0196468],"category_scores_gemma":[0.0001597162,0.0007308281,0.004204259,0.01297364,0.0003927108,0.0002074296,0.0007333986,0.003531028,0.0002155604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753726,"about_ca_system_score_gemma":0.001975876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007648893,"about_ca_topic_score_gemma":0.0001398813,"domain_scores_codex":[0.9823629,0.007511936,0.001660339,0.002083454,0.004323546,0.002057835],"domain_scores_gemma":[0.9951414,0.001728334,0.0003073832,0.001704772,0.0002446026,0.0008734867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003672038,0.001937194,0.01284531,0.0004369642,0.4185989,0.0007858634,0.0001071547,6.136519e-7,1.89785e-7,0.00003027298,0.0004332298,0.5644571],"study_design_scores_gemma":[0.001468655,0.0008771507,0.009946834,0.000151675,0.3699133,0.00001186084,0.00009154587,0.00003887555,8.153664e-7,0.0000963198,0.6168143,0.0005886481],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004136594,0.9906481,0.000003875516,0.0006243143,0.00009778344,0.006584192,0.0001143468,0.00005698763,0.001456756],"genre_scores_gemma":[0.009508261,0.9810202,0.0000267071,0.0002493161,0.0001406323,0.007773553,0.0005444553,0.0001643435,0.000572592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6163811,"threshold_uncertainty_score":0.9995143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3633331294610548,"score_gpt":0.4699378439240641,"score_spread":0.1066047144630093,"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."}}