{"id":"W2761893828","doi":"10.1101/200543","title":"Algorithmic complexity of EEG for prognosis of neurodegeneration in idiopathic rapid eye movement behavior disorder (RBD)","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"Horizon 2020 Framework Programme; Canadian Institutes of Health Research; European Commission; W. Garfield Weston Foundation; Michael J. Fox Foundation for Parkinson's Research","keywords":"Electroencephalography; Spectrogram; Sample entropy; Eye movement; Dementia; Electrooculography; Parkinson's disease; Neurophysiology; Entropy (arrow of time)","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":[0.0008761095,0.0005658473,0.0003530486,0.003151231,0.0001947466,0.0009219851,0.0002190591,0.0004153496,0.001349643],"category_scores_gemma":[0.006686267,0.00009485346,0.0002853016,0.001296513,0.0004469651,0.0007813809,0.0005561687,0.0003257028,0.0002170451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831619,"about_ca_system_score_gemma":0.0001924975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005095592,"about_ca_topic_score_gemma":0.0005655228,"domain_scores_codex":[0.999686,0.000101132,0.00004950913,0.00005651248,0.00008138573,0.00002551014],"domain_scores_gemma":[0.9970332,0.001525573,0.0008336881,0.0002049155,0.0002934957,0.0001091242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002624249,0.0002490973,0.7371348,0.0003503948,0.0005043451,0.0004437604,0.0003726161,0.02160521,0.04293081,0.002096455,0.001189147,0.1904992],"study_design_scores_gemma":[0.00004556261,0.0008006858,0.8881561,0.00007901569,0.0001228561,0.001113931,0.0002767353,0.08960689,0.01260384,0.00657243,0.0005417688,0.00008004712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816601,0.0008143281,0.01516155,0.0001594197,0.00001893758,0.00005629591,0.001165638,0.0001327099,0.0008311031],"genre_scores_gemma":[0.9932125,0.000153226,0.005910547,0.00001436368,0.00002299779,0.00002232577,0.0005209684,0.000007865146,0.0001353035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003151231,"threshold_uncertainty_score":0.004633367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649091477806611,"score_gpt":0.2754466841703969,"score_spread":0.2389557693923308,"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."}}