{"id":"W4408922176","doi":"10.1002/alz.70076","title":"Social cognition in mild cognitive impairment and dementia: A systematic review and meta‐analysis","year":2025,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Programme Grants for Applied Research; Royal National Institute for Deaf People; Fondation Brain Canada; Alzheimer’s Research UK; Norges Forskningsråd; University College London; National Institute for Health and Care Research; Wellcome Trust; Alzheimer's Society; National Brain Appeal; University College London Hospitals NHS Foundation Trust; Alzheimer’s Society; Wellcome; Alzheimer's Association","keywords":"Dementia; Cognitive impairment; Meta-analysis; Cognition; Psychology; Systematic review; Cognitive psychology; Medicine; MEDLINE; Psychiatry; Disease; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008860289,0.002193094,0.01472378,0.005003585,0.0006886753,0.002864262,0.001672925,0.001719877,0.002883175],"category_scores_gemma":[0.02504031,0.001010074,0.02438992,0.005844386,0.0006523762,0.001418285,0.001356505,0.001466405,0.0002185686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251689,"about_ca_system_score_gemma":0.003767645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015441,"about_ca_topic_score_gemma":0.02511389,"domain_scores_codex":[0.994235,0.002438239,0.001782963,0.0006512651,0.0006675031,0.0002251136],"domain_scores_gemma":[0.9858747,0.0101674,0.002342598,0.000371319,0.001058304,0.0001855619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001271047,0.00003526167,0.006036559,0.581215,0.389931,0.0001432778,0.0001332827,0.0003404793,0.0002055759,0.0001444035,0.000880592,0.0196636],"study_design_scores_gemma":[0.0005510643,0.0002582719,0.01075018,0.07056731,0.9141881,0.0001879007,0.00008389028,0.0001440526,0.0001252154,0.0002281296,0.002880852,0.0000350806],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002933367,0.9961609,0.0001651744,0.0001178808,0.00006148275,0.0001284058,0.0002888623,0.000009737339,0.0001341559],"genre_scores_gemma":[0.1228241,0.873117,0.00132496,0.0008180343,0.000186895,0.0007920408,0.0007188189,0.00001441854,0.0002036307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01472378,"threshold_uncertainty_score":0.04685825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07325501974435336,"score_gpt":0.3950991950625638,"score_spread":0.3218441753182104,"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."}}