{"id":"W2593756630","doi":"10.1159/000455127","title":"Neuropsychiatric Symptoms in Alzheimer Disease, Vascular Dementia, and Mixed Dementia","year":2017,"lang":"en","type":"article","venue":"Neurodegenerative Diseases","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Occupational Cancer Research Centre; University of Toronto","funders":"","keywords":"Dementia; Vascular dementia; Internal medicine; Medicine; Hyperintensity; Alzheimer's disease; Disease; Magnetic resonance imaging","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":[0.000523133,0.0004875182,0.0003833532,0.001491554,0.0004876037,0.0006226422,0.0002604212,0.0002387007,0.00181198],"category_scores_gemma":[0.0014724,0.0001973355,0.0003147307,0.0008876735,0.0003627465,0.0003924498,0.0006785199,0.0003161483,0.0001726512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584107,"about_ca_system_score_gemma":0.000360145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538536,"about_ca_topic_score_gemma":0.004956419,"domain_scores_codex":[0.9997481,0.00008200754,0.00005122933,0.00003471189,0.00004735689,0.00003667447],"domain_scores_gemma":[0.9993143,0.000129364,0.0003176444,0.00002185937,0.00006052805,0.0001563392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000253424,0.00005479723,0.992673,0.00006683566,0.0001079723,0.0009810694,0.0001045604,0.00003810324,0.0001644768,0.00004382662,0.0001213148,0.005390587],"study_design_scores_gemma":[0.00001651687,0.0001287473,0.992894,0.0000320656,0.00003891444,0.006110983,0.0002645548,0.0001202915,0.0000420414,0.0001470104,0.0002013581,0.00000346364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943519,0.00374142,0.00007169755,0.0000756279,0.00001840887,0.00001694319,0.0001570827,0.000004707835,0.00156227],"genre_scores_gemma":[0.9991665,0.0004447234,0.000106743,0.00002854639,0.00002251749,0.00001036518,0.0001293608,5.902416e-7,0.00009077389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002538536,"threshold_uncertainty_score":0.006061673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181200119103669,"score_gpt":0.2992980589338695,"score_spread":0.2811780470235026,"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."}}