{"id":"W4402507349","doi":"10.1212/nxi.0000000000200311","title":"IGLON5 Frequency in Idiopathic REM Sleep Behavior Disorder","year":2024,"lang":"en","type":"article","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Pacific Northwest National Laboratory; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Center for Complementary and Integrative Health; National Institute on Aging; Alzheimer's Disease Research Center, Emory University; National Institutes of Health; Canadian Institutes of Health Research; Jazz Pharmaceuticals; Prothena; Portland VA Research Foundation; Demensförbundet; Idorsia Pharmaceuticals; National Alliance for Research on Schizophrenia and Depression; National Science Foundation; Georgia Research Alliance; Michael J. Fox Foundation for Parkinson's Research; Emory University; Biogen; Ono Pharmaceutical; U.S. Department of Defense; American Sleep Medicine Foundation; Eisai; Collins Medical Trust; National Institute of General Medical Sciences; Sunovion; American Heart Association; National Center for Advancing Translational Sciences; Teva Pharmaceutical Industries; U.S. Department of Veterans Affairs","keywords":"REM sleep behavior disorder; Parasomnia; Sleep (system call); Medicine; Audiology; Psychology; Polysomnography; Neuroscience; Psychiatry; Electroencephalography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003503358,0.0002455136,0.0002199026,0.0008599914,0.0003214653,0.0003518983,0.0003504955,0.0004115631,0.002543012],"category_scores_gemma":[0.0009533074,0.0001202149,0.0002053777,0.0005297172,0.0002245358,0.0002068581,0.0003215306,0.0002072304,0.0002929276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959165,"about_ca_system_score_gemma":0.00009211635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740869,"about_ca_topic_score_gemma":0.002062904,"domain_scores_codex":[0.9997196,0.00005227572,0.0000326691,0.0001062776,0.00005275849,0.00003646344],"domain_scores_gemma":[0.9993716,0.0001026531,0.0003301263,0.00003678831,0.00008324156,0.00007557607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001342535,0.00001447635,0.996749,0.000009793562,0.00001649732,0.0002808534,0.00006472257,0.0000150012,0.001268029,0.000009293978,0.00005612008,0.001381963],"study_design_scores_gemma":[0.000003295798,0.00008860974,0.9974832,0.000006873685,0.00001529831,0.001823834,0.00009958661,0.00009856918,0.0002250171,0.00001505635,0.0001386263,0.000001928338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993488,0.0002104242,0.00005257646,0.00001268464,0.000003628661,0.000002812097,0.0001051892,0.000004416314,0.0002595886],"genre_scores_gemma":[0.9997129,0.00003726214,0.00005804944,0.00001010972,0.000004316257,0.000002179435,0.00009753593,0.000001398396,0.00007620049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002543012,"threshold_uncertainty_score":0.008507192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116850407930047,"score_gpt":0.2581972583216906,"score_spread":0.2470287542423901,"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."}}