{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005285633,0.0001163925,0.000276007,0.0003358944,0.00003951867,0.000005662063,0.0003232329,0.00006064681,0.00002275717],"category_scores_gemma":[0.000660149,0.0001088194,0.00007972514,0.000699771,0.0007701156,0.0001081187,0.0001033253,0.0001394806,0.000001149925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005577845,"about_ca_system_score_gemma":0.00005406936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000140387,"about_ca_topic_score_gemma":0.000001352431,"domain_scores_codex":[0.9983109,0.00008081066,0.0005044771,0.0003185617,0.0004473198,0.0003379235],"domain_scores_gemma":[0.9993774,0.0001295375,0.000123395,0.0001564745,0.0001141274,0.00009910508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004403842,0.000480747,0.0005012582,0.0001384511,0.000002033589,0.000005262435,0.00005923877,0.00006762455,0.9930308,0.0002300652,0.00003225047,0.005408156],"study_design_scores_gemma":[0.0004422542,0.00114822,0.009081016,0.00004255072,0.000005610515,0.000001219792,0.000005347839,0.04450246,0.9445156,0.00003826281,0.0001401557,0.00007724761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959961,0.00005214344,0.002365458,0.0006837841,0.0002832857,0.0005432648,0.0000528602,0.0000180304,0.00000508261],"genre_scores_gemma":[0.9992149,0.0001366061,0.0002401101,0.0002336309,0.00005240288,0.0000999617,0.000001392865,0.00001437695,0.000006641217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04851522,"threshold_uncertainty_score":0.4437526,"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."}}