{"id":"W4309681117","doi":"10.3390/brainsci12121594","title":"Exploring the Sensitivity of Prodromal Dementia with Lewy Bodies Research Criteria","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dementia with Lewy bodies; Biomarker; REM sleep behavior disorder; Parkinsonism; Polysomnography; Dementia; Psychology; Cohort; Parkinson's disease; Lewy body; Rapid eye movement sleep; Disease; Medicine; Psychiatry; Pathology; Electroencephalography","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":[0.01100743,0.0007005275,0.0007182053,0.003945025,0.0005887779,0.00162573,0.001209756,0.001147913,0.001688035],"category_scores_gemma":[0.03981229,0.0004319332,0.00104651,0.0009223075,0.0006973589,0.001229333,0.001941433,0.0006638166,0.0007959115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004794757,"about_ca_system_score_gemma":0.000391188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00244938,"about_ca_topic_score_gemma":0.002819529,"domain_scores_codex":[0.9904778,0.003962636,0.001790387,0.001724694,0.001431546,0.0006130373],"domain_scores_gemma":[0.9722922,0.01452235,0.006114831,0.002133124,0.003642707,0.001294734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006959875,0.00005123423,0.9936554,0.00003251441,0.0001513529,0.0002538869,0.0003442422,0.0001888088,0.0005576631,0.00008293879,0.00008163107,0.003904334],"study_design_scores_gemma":[0.00004261401,0.001103409,0.9911213,0.00004989519,0.0001482912,0.002855181,0.0006742748,0.002378436,0.0005612107,0.0003046801,0.0007393823,0.00002124013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967861,0.0007929851,0.0004556034,0.00005017381,0.00002271595,0.00005095169,0.0001769011,0.000007519898,0.001656995],"genre_scores_gemma":[0.999062,0.00007753324,0.0004031564,0.00002526458,0.0000188482,0.00002629534,0.000258432,0.00000431655,0.0001241911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100743,"threshold_uncertainty_score":0.05821353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2555973669605343,"score_gpt":0.3883116428226707,"score_spread":0.1327142758621364,"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."}}