{"id":"W2592551283","doi":"10.2147/ndt.s127605","title":"Prevalence of dementia in Egypt: a systematic review","year":2017,"lang":"en","type":"review","venue":"Neuropsychiatric Disease and Treatment","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Zagazig University","keywords":"Medicine; Dementia; Traditional medicine; Pathology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002234302,0.0004442419,0.002452546,0.0003408447,0.00006353616,0.00002902102,0.0001841274,0.00005879216,0.00009040236],"category_scores_gemma":[0.0001727094,0.0002800074,0.0006426279,0.0002331716,0.00007039903,0.0000557726,0.00008224929,0.0001333774,0.00004453786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006671217,"about_ca_system_score_gemma":0.0005721483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256953,"about_ca_topic_score_gemma":0.000001691746,"domain_scores_codex":[0.9974748,0.0003306389,0.0009000658,0.0005657112,0.0004293224,0.0002994441],"domain_scores_gemma":[0.9980475,0.0001052345,0.0005583612,0.0008741291,0.00006608827,0.0003487015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002895619,0.0009326321,0.005757358,0.8547813,0.0006305315,0.0003658789,0.000004522441,2.038127e-9,9.450813e-9,0.00001947197,0.00004350892,0.1374359],"study_design_scores_gemma":[0.001353257,0.0009397488,0.01322619,0.8807759,0.07688777,0.00006961132,0.00000250271,0.000001349866,5.056796e-8,0.00001072182,0.02649225,0.0002406494],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001389591,0.9915826,5.25768e-7,0.00006071566,0.0000710783,0.007276442,0.0001057878,0.00001490012,0.0007490324],"genre_scores_gemma":[0.0005643513,0.9963885,0.00001353659,0.00006296713,0.00004086341,0.001272064,0.0000551339,0.00003693851,0.001565629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1371952,"threshold_uncertainty_score":0.9999652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05808261398262099,"score_gpt":0.3911976354300634,"score_spread":0.3331150214474424,"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."}}