{"id":"W4234945264","doi":"10.5334/tohm.171","title":"REM Sleep Behavior Disorder and Prodromal Neurodegeneration – Where Are We Headed?","year":2013,"lang":"en","type":"article","venue":"Tremor and Other Hyperkinetic Movements","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; McGill University; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital","funders":"","keywords":"REM sleep behavior disorder; Neurodegeneration; Dementia with Lewy bodies; Prodromal Stage; Disease; Neuroscience; Dementia; Psychology; Rapid eye movement sleep; Atrophy; Substantia nigra; Population; Parkinson's disease; Medicine; Psychiatry; Eye movement; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003080521,0.0002279406,0.0002454332,0.00006503384,0.00009407676,0.00005269307,0.00003911954,0.00006466623,0.0005835428],"category_scores_gemma":[0.000004121656,0.0001767969,0.00004071065,0.00006717897,0.00004116755,0.00007532306,0.00003571395,0.00006921923,0.00004188507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767234,"about_ca_system_score_gemma":0.000009949889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002275762,"about_ca_topic_score_gemma":0.00005872373,"domain_scores_codex":[0.9989243,0.00002926139,0.0001857068,0.0004040333,0.0002115132,0.0002451708],"domain_scores_gemma":[0.9994441,0.000007010864,0.00006557324,0.0002322638,0.00003472602,0.0002163272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008871863,0.001008186,0.8960976,0.0001431908,0.0001220093,0.00008079799,0.0001860526,0.000001361253,0.0204498,0.00005556679,0.0007343298,0.08103237],"study_design_scores_gemma":[0.003911381,0.0003894423,0.9744659,0.0000943101,0.0002464066,0.0000501888,0.0001479281,0.0009679843,0.001288613,0.000107847,0.01812116,0.0002088361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946683,0.002540481,0.00004321487,0.0008940181,0.0000852968,0.00103514,0.00002320169,0.00004801356,0.000662327],"genre_scores_gemma":[0.9935437,0.0002871491,0.0006277557,0.0009575122,0.00008613342,0.0002187611,0.00001542333,0.00004742674,0.004216069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08082353,"threshold_uncertainty_score":0.7209567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157181801079472,"score_gpt":0.2528806777370464,"score_spread":0.2313088597262516,"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."}}