{"id":"W2106507629","doi":"10.1111/bpa.12182","title":"Regional Multiple Pathology Scores Are Associated with Cognitive Decline in <scp>L</scp>ewy Body Dementias","year":2014,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National University Health System; Bupa Foundation; Medical Research Council; Dunhill Medical Trust; Alzheimer Society; National Medical Research Council; Alzheimer's Society","keywords":"Lewy body; Dementia with Lewy bodies; Senile plaques; Dementia; Cognitive decline; Neuroscience; Neocortex; Neurodegeneration; Pathology; Psychology; Parahippocampal gyrus; Cortex (anatomy); Temporal lobe; Medicine; Alzheimer's disease; Disease; Epilepsy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003369067,0.0005154737,0.0003666292,0.001583527,0.0003299325,0.0004528633,0.0002189125,0.0004175026,0.001509206],"category_scores_gemma":[0.001796021,0.000267416,0.0002424359,0.0004628307,0.0003728351,0.0003150997,0.0005092847,0.0003973362,0.0002940014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057089,"about_ca_system_score_gemma":0.0001632835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003340537,"about_ca_topic_score_gemma":0.00436534,"domain_scores_codex":[0.9998379,0.00002270558,0.00003129192,0.00003696793,0.00004509579,0.00002596907],"domain_scores_gemma":[0.9985896,0.0001987048,0.000744879,0.00006014954,0.0001293076,0.0002774645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005706,0.00008857263,0.9924104,0.00001287793,0.00009844929,0.0004286597,0.0001374284,0.000104368,0.002851428,0.00002044502,0.00008119979,0.003195522],"study_design_scores_gemma":[0.00000571931,0.00008744079,0.9990065,0.000002230518,0.00001223528,0.0005658312,0.00003310966,0.0001023719,0.0001274533,0.0000188699,0.00003613974,0.000002209594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995793,0.00007913703,0.00003144506,0.000009180647,0.000001296863,0.000002658798,0.00005027282,0.000004439531,0.000242254],"genre_scores_gemma":[0.9996191,0.00003337894,0.00004327972,0.000004672512,0.000002373206,0.000002822356,0.0001169143,0.000001657947,0.0001757586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003340537,"threshold_uncertainty_score":0.006642222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068411772540554,"score_gpt":0.270213018735208,"score_spread":0.2495289010098024,"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."}}