{"id":"W3015432115","doi":"10.3389/fneur.2020.00223","title":"Diagnostic Accuracy of the Ambulatory EEG vs. Routine EEG for First Single Unprovoked Seizures and Seizure Recurrence: The DX-Seizure Study","year":2020,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Children's Hospital; Lakeridge Health; Saskatchewan Health Authority; Royal University Hospital; Simon Fraser University; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation; Royal University Hospital Foundation","keywords":"Electroencephalography; Epilepsy; Medicine; Ambulatory; Anesthesia; Audiology; partial seizures; Pediatrics; Internal medicine; Psychiatry","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":[0.002550528,0.0004264765,0.000589399,0.0009625109,0.0001394217,0.0006774195,0.0004600462,0.0004661955,0.0007690801],"category_scores_gemma":[0.007775333,0.0001429483,0.0003943239,0.0005057737,0.0003462762,0.0006247191,0.0005696399,0.0003462165,0.0002544326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017669,"about_ca_system_score_gemma":0.0001631816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006199982,"about_ca_topic_score_gemma":0.000722657,"domain_scores_codex":[0.9987418,0.0006871478,0.0001578679,0.0002056948,0.0001559584,0.00005158255],"domain_scores_gemma":[0.9946336,0.002382565,0.001857436,0.000373219,0.0004038855,0.0003494725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001349256,0.00003635328,0.9947107,0.00002701557,0.0001307877,0.00008824328,0.00003094019,0.00006627111,0.0002730337,0.00002014811,0.00006027456,0.003207026],"study_design_scores_gemma":[0.0001372039,0.00208062,0.9932161,0.00004753147,0.0002327237,0.001965787,0.0001203511,0.001197211,0.0004681461,0.00008076251,0.0004398335,0.00001372721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9975092,0.001441463,0.0002320971,0.00006417356,0.0000140864,0.00001905694,0.0002224609,0.000004355939,0.0004930423],"genre_scores_gemma":[0.9990385,0.0002041859,0.0002991325,0.00003100453,0.00003388579,0.00001458432,0.0002891657,0.000002176142,0.00008730087],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002550528,"threshold_uncertainty_score":0.01348865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554779544354048,"score_gpt":0.3263096457549913,"score_spread":0.2907618503114509,"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."}}