{"id":"W4213272739","doi":"10.1038/s41531-022-00279-x","title":"Dynamic network impairments underlie cognitive fluctuations in Lewy body dementia","year":2022,"lang":"en","type":"article","venue":"npj Parkinson s Disease","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Health and Medical Research Council; Medical Research Council; University of Sydney","keywords":"Dementia; Dementia with Lewy bodies; Lewy body; Cognition; Neuroscience; Parkinson's disease; Medicine; Psychology; Cognitive aging; Neurology; Physical medicine and rehabilitation; Cognitive decline; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001446149,0.0003659662,0.000230713,0.000894409,0.0001927544,0.0003657553,0.0001895305,0.0002004413,0.0008023874],"category_scores_gemma":[0.000779209,0.0001479832,0.0001050669,0.0003408445,0.0003124793,0.0003064286,0.0003706478,0.0002212343,0.00006917445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841924,"about_ca_system_score_gemma":0.00009438545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123871,"about_ca_topic_score_gemma":0.003309875,"domain_scores_codex":[0.9999437,0.000009630345,0.000005348431,0.00001674896,0.00001243173,0.00001206992],"domain_scores_gemma":[0.999782,0.00003592394,0.0001225769,0.00001097428,0.00001568859,0.00003277632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002809484,0.000244021,0.7546332,0.000244112,0.0004584051,0.004917162,0.001690876,0.002436918,0.1630969,0.0009627822,0.0006210465,0.06788503],"study_design_scores_gemma":[0.00001099215,0.0001185746,0.9947329,0.00000694582,0.00003389155,0.001433949,0.0001507164,0.001384596,0.001064534,0.0009008095,0.000155758,0.00000634328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984323,0.0002557559,0.0007643485,0.000024611,0.000001965556,0.00001221304,0.00009798259,0.00001589136,0.000394774],"genre_scores_gemma":[0.9994406,0.00008075488,0.0002670777,0.0000076428,0.000003791894,0.00000632216,0.0001017352,0.00000173389,0.00009022649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002123871,"threshold_uncertainty_score":0.004223049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316771185452911,"score_gpt":0.2779680142634749,"score_spread":0.2548003024089458,"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."}}