{"id":"W2997770921","doi":"10.1101/19010991","title":"<i>GBA</i> variants in REM sleep behavior disorder: a multicenter study","year":2019,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Université du Québec à Montréal; McGill University; Canadian Sleep & Circadian Network; Montreal Neurological Institute and Hospital","funders":"Canadian Glycomics Network; Acorda Therapeutics; Fonds de Recherche du Québec - Santé; Britannia Pharmaceuticals; Deutsche Parkinson Vereinigung; Sun Pharma; Servier; National Institutes of Health; Tau Consortium; Consortium canadien en neurodégénérescence associée au vieillissement; Canada First Research Excellence Fund; Canadian Institutes of Health Research; Parkinson Canada; McGill University; Deutsche Forschungsgemeinschaft; UCB Pharma; Boston Scientific Corporation; Michael J. Fox Foundation for Parkinson's Research; Little Family Foundation; Mayo Clinic; Biogen; National Institute for Health and Care Research; Teva Pharmaceutical Industries; University of Oxford; Parkinson's UK","keywords":"Neurodegeneration; REM sleep behavior disorder; Odds ratio; Internal medicine; Medicine; Psychology; Genetics; Oncology; Biology; Polysomnography; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000903382,0.0005580412,0.001124204,0.0005496859,0.00006047721,0.00008045989,0.000732236,0.0004827102,0.0006290091],"category_scores_gemma":[0.0005107281,0.0005000459,0.0002712037,0.0004311895,0.00009000951,0.00008650119,0.001579249,0.002211742,0.0007391859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003241914,"about_ca_system_score_gemma":0.0002803718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803069,"about_ca_topic_score_gemma":0.001181147,"domain_scores_codex":[0.9954082,0.000396007,0.0007931687,0.001330821,0.001248872,0.000822964],"domain_scores_gemma":[0.9973158,0.000116436,0.0001917961,0.001865589,0.0002283771,0.0002819629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004436647,0.00607794,0.9850508,0.0004114177,0.0001469964,0.001659795,0.001861822,0.0000590001,0.0003905473,0.000002289215,0.0001660613,0.003729674],"study_design_scores_gemma":[0.006543332,0.00047087,0.9883242,0.0003179447,0.0002502395,0.00001386513,0.0009532716,0.001596648,0.00005521155,0.00001430572,0.001023738,0.0004364161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879306,0.0008958789,0.00007524372,0.0005470831,0.0009575072,0.007112479,0.00003750389,0.0001194419,0.002324273],"genre_scores_gemma":[0.9957618,0.0001364792,0.0001951298,0.0001985012,0.0001502802,0.0009804564,0.00009572854,0.0001452555,0.002336391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007831189,"threshold_uncertainty_score":0.9997451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134400561323611,"score_gpt":0.3308842899074428,"score_spread":0.2995402842942066,"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."}}