{"id":"W4205998562","doi":"10.1017/cjn.2021.261","title":"GP.5 Entropy on routine EEG: an interictal marker of seizure frequency?","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample entropy; Electroencephalography; Ictal; Epilepsy; Approximate entropy; Medicine; Anesthesia; Audiology; Psychology; Psychiatry; Pattern recognition (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008660103,0.0003363225,0.0002905517,0.001614442,0.0001090733,0.0005583485,0.0002146512,0.0002111096,0.001848864],"category_scores_gemma":[0.005706018,0.00007584471,0.0001957174,0.00114476,0.0003265871,0.0004528152,0.0003526757,0.0002261282,0.0002666123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156523,"about_ca_system_score_gemma":0.00013145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000473055,"about_ca_topic_score_gemma":0.0008389366,"domain_scores_codex":[0.9995471,0.0001405024,0.0000735069,0.00006055249,0.0001428059,0.00003556429],"domain_scores_gemma":[0.9953695,0.00202604,0.001833215,0.0002146879,0.0003855206,0.0001710341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003579069,0.00003019983,0.9505117,0.0001338193,0.0001567202,0.0002665709,0.0001188807,0.0005494016,0.003638211,0.0001957848,0.0005554347,0.04348544],"study_design_scores_gemma":[0.000004771998,0.0001807819,0.9953049,0.00002207112,0.00003412698,0.001089272,0.00008431766,0.001341275,0.001131501,0.0003603124,0.0004388612,0.000007708473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863513,0.001973649,0.006757498,0.000191128,0.00003984227,0.00003596546,0.001395398,0.00008327879,0.003171947],"genre_scores_gemma":[0.998017,0.0002554728,0.001220728,0.00002204308,0.00003222398,0.00001239595,0.0003078696,0.000005929573,0.0001263045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848864,"threshold_uncertainty_score":0.006185114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686948181303962,"score_gpt":0.2748485758489118,"score_spread":0.2379790940358722,"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."}}