{"id":"W2991532750","doi":"10.3389/fphar.2019.01398","title":"Brain Metabolic Dysfunction in Early Neuropsychiatric Symptoms of Dementia","year":2019,"lang":"en","type":"review","venue":"Frontiers in Pharmacology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University Health Centre","funders":"","keywords":"Dementia; Disease; Cognition; Cognitive decline; Medicine; Psychiatry; Neuroimaging; Neuroscience; Psychology; Internal 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":[0.0007064193,0.0003919302,0.002314615,0.002525145,0.00001995462,0.000007085296,0.000288309,0.000332152,0.0004562178],"category_scores_gemma":[0.00005843578,0.0003524134,0.0004177208,0.001616778,0.000121468,0.00009428825,0.0001330912,0.0009705967,0.00009207665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457904,"about_ca_system_score_gemma":0.0005620969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003280519,"about_ca_topic_score_gemma":0.000002510905,"domain_scores_codex":[0.9965545,0.0008382989,0.0009862208,0.0006136579,0.0003751088,0.00063219],"domain_scores_gemma":[0.9990305,0.0001505762,0.0003570157,0.0002545596,0.00008345572,0.0001238415],"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":[0.0002465142,0.0006116293,0.113533,0.009669404,0.001125984,0.0001162483,0.00004210037,8.48075e-7,0.00001888628,0.00001786321,0.01758843,0.8570291],"study_design_scores_gemma":[0.005138945,0.0008777293,0.0302461,0.001285368,0.004280803,0.00003309466,0.00002092804,0.00004446207,0.00001334398,0.00002611728,0.9577606,0.0002724702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006607432,0.9842291,0.0001914277,0.00009481672,0.004610525,0.002798695,0.00002143759,0.00002123173,0.001425372],"genre_scores_gemma":[0.001522144,0.9959031,0.0002251899,0.0003253851,0.0002291812,0.0003279271,0.0001000702,0.00006690553,0.001300074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9401722,"threshold_uncertainty_score":0.9998928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380560308228291,"score_gpt":0.3591811886122597,"score_spread":0.3353755855299768,"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."}}