{"id":"W3195566835","doi":"10.1016/j.eplepsyres.2021.106739","title":"Intracranial EEG seizure onset and termination patterns and their association","year":2021,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Polytechnique Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Epilepsy; Electroencephalography; Neuroscience; Lennox–Gastaut syndrome; Seizure types; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001210577,0.00008599825,0.0001207124,0.0001058896,0.0004611091,0.0001560245,0.0000714542,0.00007632611,0.00007248119],"category_scores_gemma":[0.01982811,0.00007726959,0.00002058514,0.0003073767,0.000101799,0.0001905525,0.0002412995,0.0003873995,0.00002472665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182458,"about_ca_system_score_gemma":0.00006535737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003799786,"about_ca_topic_score_gemma":0.0002420845,"domain_scores_codex":[0.9979866,0.0007043433,0.0001076695,0.0004418711,0.0004729488,0.0002866001],"domain_scores_gemma":[0.990401,0.00914254,0.00003437459,0.0001426855,0.0002172629,0.00006214705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008581692,0.0001896423,0.7193286,0.00009574716,0.00003072913,0.00014447,0.002552945,0.000002200518,0.2102129,0.0009574498,0.01507318,0.05132627],"study_design_scores_gemma":[0.0004189858,0.000127602,0.9401104,0.00002870118,0.000003057162,0.0001036259,0.0006702094,0.0009293282,0.04718747,0.003181516,0.007114758,0.0001243127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789649,0.00008084914,0.00005964281,0.01944362,0.0001657234,0.0001498022,0.0000760864,0.00003032867,0.001029058],"genre_scores_gemma":[0.9971741,0.0002502637,0.00002481623,0.0005758798,0.0001368356,0.0000299713,0.000005505345,0.00001059229,0.00179198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2207818,"threshold_uncertainty_score":0.9884283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06136607180371062,"score_gpt":0.3388438876435796,"score_spread":0.277477815839869,"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."}}