{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002929066,0.00006354653,0.0001124013,0.0001106208,0.0008646982,0.00002924007,0.00011218,0.000004948331,0.00009750446],"category_scores_gemma":[0.000139717,0.00003582819,0.00002986424,0.0004256278,0.0004513,0.0001327681,0.0001736707,0.00009516232,0.000003221445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002668743,"about_ca_system_score_gemma":0.0001814464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083253,"about_ca_topic_score_gemma":0.00004857781,"domain_scores_codex":[0.9981965,0.0003420055,0.00008889305,0.000246278,0.0008821882,0.0002441591],"domain_scores_gemma":[0.9994429,0.0002282169,0.00003646623,0.0001727736,0.00006544712,0.00005420339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00245696,0.003764794,0.5516714,0.0004283016,0.001183648,0.002473894,0.02883704,0.0003016972,0.2998065,0.02412907,0.01149485,0.07345184],"study_design_scores_gemma":[0.001516885,0.003441522,0.9163623,0.0001216046,0.0001353171,0.0002433542,0.01849027,0.001354731,0.03841811,0.001568327,0.01814061,0.0002069959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941831,0.000185385,0.000024284,0.003594345,0.00008355583,0.0002856483,0.00001285195,0.00001587377,0.001614951],"genre_scores_gemma":[0.9989614,0.00000735513,0.0005300511,0.0001192562,0.00003008846,0.0001292707,0.000001992422,0.000004656746,0.0002159385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3646908,"threshold_uncertainty_score":0.6650647,"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."}}