{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000131516,0.0003096262,0.0003372682,0.0002535447,0.000531217,0.000267778,0.0002411201,0.00004034039,0.0002534289],"category_scores_gemma":[0.0002453937,0.0002764708,0.0001781645,0.0001506136,0.0002797104,0.0003508943,0.0002787372,0.0001904075,0.00004161927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001447278,"about_ca_system_score_gemma":0.0001607551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000364901,"about_ca_topic_score_gemma":0.00002577613,"domain_scores_codex":[0.9976115,0.0002320065,0.0003027871,0.0007544933,0.000588804,0.0005104568],"domain_scores_gemma":[0.9983461,0.00004503145,0.0001235811,0.0007074127,0.0001674371,0.0006104468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002827449,0.000685051,0.9839998,0.00004993472,0.0004841518,0.000277831,0.0000195542,0.000004803873,0.0009202815,0.0002778325,0.0007999263,0.01219802],"study_design_scores_gemma":[0.003217574,0.0003096175,0.9911797,0.0000497706,0.001966178,0.000004211305,0.00002162194,0.0004015127,0.001174254,0.0001577342,0.001271811,0.000245992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829031,0.01362997,0.00006224727,0.0009481657,0.0002740186,0.000921432,0.00007034599,0.00004740278,0.001143273],"genre_scores_gemma":[0.9977108,0.0008528883,0.00006697478,0.0007355965,0.0001888865,0.0001824783,0.00008647439,0.00004497995,0.0001309567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480762,"threshold_uncertainty_score":0.9999688,"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."}}