{"id":"W4310360671","doi":"10.26685/urncst.421","title":"Neurological, Cognitive, and Clinical Biomarkers of Lewy Body Dementia Subtypes: A Literature Review","year":2022,"lang":"en","type":"review","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Lewy body; Dementia; Psychology; Episodic memory; Verbal fluency test; Vascular dementia; Neuroscience; Cognition; Semantic memory; Atrophy; Alzheimer's disease; Fluency; Audiology; Neuropsychology; Disease; Medicine; Pathology","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":[0.002552304,0.001179989,0.003857113,0.0214959,0.0005871198,0.002103003,0.001687262,0.001596485,0.002906115],"category_scores_gemma":[0.00996236,0.0006514234,0.003076599,0.0172686,0.0007828224,0.002393837,0.0009514281,0.0007370299,0.0003950717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033178,"about_ca_system_score_gemma":0.005416137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005852412,"about_ca_topic_score_gemma":0.008573269,"domain_scores_codex":[0.9984453,0.0002827257,0.0006980791,0.000178434,0.0003179635,0.00007750918],"domain_scores_gemma":[0.9900585,0.006691523,0.001824487,0.00009944727,0.001185702,0.0001403704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002585314,0.00006557933,0.004019756,0.7067249,0.002060385,0.0006417095,0.0005280004,0.0001704062,0.0004248481,0.0007576728,0.006669446,0.2776787],"study_design_scores_gemma":[0.0001121471,0.0002790238,0.02151797,0.8475391,0.02480137,0.005051313,0.00108573,0.0001680637,0.0003642893,0.0008727864,0.09811913,0.00008913086],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000530922,0.9989441,0.00003756794,0.0001324642,0.00004526159,0.00003007801,0.0000965333,0.000002725155,0.0001803074],"genre_scores_gemma":[0.004125515,0.9952102,0.0001836234,0.0001710896,0.00007525899,0.00005489356,0.0001259789,0.000001108506,0.00005236467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0214959,"threshold_uncertainty_score":0.01475179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064915783876794,"score_gpt":0.4923229313811532,"score_spread":0.3858313529934738,"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."}}