{"id":"W2317030513","doi":"10.5692/clinicalneurol.54.1171","title":"Diagnosis and treatment of dementia: Overview","year":2014,"lang":"en","type":"review","venue":"Rinsho Shinkeigaku","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Galantamine; Dementia; Rivastigmine; Donepezil; Medicine; Clinical trial; Positron emission tomography; Disease; Senile plaques; Amyloid (mycology); Alzheimer's disease; Oncology; Internal medicine; Pathology; Nuclear 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001205435,0.0005878912,0.002855407,0.0002363367,0.00007596613,0.00002736419,0.0001227278,0.0002631341,0.0003469025],"category_scores_gemma":[0.00005024911,0.0003842435,0.0008540819,0.0002323736,0.0001385544,0.00005503645,0.00009564045,0.0001478687,0.0001857002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975174,"about_ca_system_score_gemma":0.0003970499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009315814,"about_ca_topic_score_gemma":0.00001738375,"domain_scores_codex":[0.9977244,0.0001737802,0.0006355055,0.0005740051,0.000452241,0.0004400326],"domain_scores_gemma":[0.9980188,0.0003187475,0.0002872743,0.0007260724,0.00007162615,0.0005774779],"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":[0.00002216529,0.001055119,0.003001013,0.01876719,0.02510318,0.0001690427,0.00002074585,1.001804e-8,1.168381e-8,0.0001827373,0.0003557535,0.951323],"study_design_scores_gemma":[0.001432303,0.001128947,0.001069856,0.01198936,0.0240915,0.00007335047,0.000004786229,0.000001332941,0.000003311206,0.00005350929,0.9598938,0.0002579144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002437876,0.9962456,8.415694e-7,0.00003861096,0.00006321637,0.001990279,0.0002480393,0.0000461383,0.001123443],"genre_scores_gemma":[0.000618448,0.9975333,0.0001557117,0.00002301469,0.0001878291,0.0008189605,0.0004783959,0.00008285487,0.0001014568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9595381,"threshold_uncertainty_score":0.9998609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457511549563549,"score_gpt":0.4147643890357365,"score_spread":0.2690132340793815,"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."}}