{"id":"W4408468480","doi":"10.1111/epi.18359","title":"Widespread decoupling of spindles and slow waves in temporal lobe epilepsy","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research; Deutsche Forschungsgemeinschaft","keywords":"Epilepsy; Temporal lobe; Decoupling (probability); Neuroscience; Audiology; Psychology; Physics; Medicine; Engineering","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":[0.0002716333,0.0003398879,0.0001956256,0.0007010214,0.0001434181,0.0002857614,0.0001181638,0.0001744656,0.002007376],"category_scores_gemma":[0.001397856,0.0001147199,0.0001648742,0.0005031626,0.0002905922,0.0002903925,0.0003798798,0.000134983,0.0002288331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098355,"about_ca_system_score_gemma":0.00009496496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130757,"about_ca_topic_score_gemma":0.002007124,"domain_scores_codex":[0.9998884,0.00001872674,0.00002149539,0.00003250539,0.00002693335,0.00001189862],"domain_scores_gemma":[0.9993174,0.0001028082,0.0004495613,0.00003181663,0.00005351036,0.00004493438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001098728,0.00005974499,0.941076,0.0001927831,0.0001571752,0.00106929,0.0003407589,0.0001843324,0.02305791,0.0000409971,0.000222499,0.03249979],"study_design_scores_gemma":[0.000007607526,0.0001168874,0.9982875,0.000006560712,0.00001755758,0.0010668,0.00007331072,0.00008654084,0.0002291516,0.0000324242,0.00007383477,0.000001863595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986462,0.0005059151,0.0003135182,0.00002198478,0.000003810044,0.000007562481,0.0001318002,0.00001128071,0.0003578557],"genre_scores_gemma":[0.9993151,0.0002084731,0.0001498225,0.00001274352,0.000008159995,0.000004333393,0.0001882542,0.000001930211,0.0001111952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002007376,"threshold_uncertainty_score":0.006715298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300133423680955,"score_gpt":0.3162339371767081,"score_spread":0.2862205948086126,"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."}}