{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007138889,0.001362559,0.0019424,0.003154881,0.0003558385,0.0009780243,0.001109854,0.001456473,0.004775082],"category_scores_gemma":[0.0009137461,0.0003518865,0.0008737514,0.002409974,0.0005139391,0.001376593,0.0006215977,0.002203609,0.001675059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008479588,"about_ca_system_score_gemma":0.0013595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406979,"about_ca_topic_score_gemma":0.003228436,"domain_scores_codex":[0.9996459,0.0000629753,0.00007310761,0.00006833232,0.0001200454,0.00002968958],"domain_scores_gemma":[0.9996548,0.0001747269,0.00005653497,0.000008656162,0.00008035607,0.00002509748],"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":[0.00008660116,0.00009490827,0.0001176909,0.04243062,0.0001178123,0.0001456184,0.00005895895,0.0002575801,0.0004707423,0.002411169,0.02658624,0.9272221],"study_design_scores_gemma":[0.00004995021,0.000200742,0.001394745,0.02882853,0.0003988601,0.001971478,0.0001114137,0.0001395585,0.0002727036,0.003314024,0.9632904,0.00002764324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003335323,0.9993721,0.00003667498,0.000120177,0.00008515827,0.000004127076,0.000008085943,0.000002860698,0.0003375082],"genre_scores_gemma":[0.000271503,0.9993147,0.00008763969,0.00009204658,0.00009311109,0.000005311199,0.00001205482,6.946298e-7,0.0001228214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004775082,"threshold_uncertainty_score":0.01597422,"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."}}