{"id":"W2889136313","doi":"10.1007/s10439-018-02112-0","title":"Algorithmic Complexity of EEG for Prognosis of Neurodegeneration in Idiopathic Rapid Eye Movement Behavior Disorder (RBD)","year":2018,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Neurodegeneration; Neuroscience; Electroencephalography; Eye movement; Physical medicine and rehabilitation; Psychology; Medicine; Computer science; Pathology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008428752,0.0005749445,0.0004525379,0.001220571,0.0002626574,0.001058007,0.0004033327,0.0005999783,0.001119155],"category_scores_gemma":[0.01004757,0.0001634549,0.0004309211,0.0005131261,0.0002918157,0.0008523538,0.0005622081,0.0006336768,0.0002354234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221913,"about_ca_system_score_gemma":0.000594574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841173,"about_ca_topic_score_gemma":0.003180709,"domain_scores_codex":[0.999634,0.0001114349,0.00004413921,0.00008027245,0.00008431033,0.00004573568],"domain_scores_gemma":[0.995994,0.003140836,0.0002546996,0.0001630686,0.0003280327,0.0001193507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002452127,0.0004134449,0.2441638,0.0002955101,0.0003882877,0.001027126,0.0002443653,0.4325548,0.0118289,0.007607385,0.004125258,0.294899],"study_design_scores_gemma":[0.00001926792,0.000152689,0.0331846,0.00003054048,0.00004675584,0.0003675423,0.00007394974,0.9578612,0.0009617732,0.007045528,0.0002360885,0.00002010464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8068262,0.001921162,0.1842553,0.001374211,0.0001615021,0.00008876965,0.002067415,0.0004214721,0.002883977],"genre_scores_gemma":[0.9881546,0.0002927012,0.0104466,0.0000303732,0.00006159592,0.00002352886,0.000687664,0.00001388297,0.000288909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002841173,"threshold_uncertainty_score":0.005649269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223162227216788,"score_gpt":0.3816152635670552,"score_spread":0.2592990408453764,"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."}}