{"id":"W2914570987","doi":"10.21474/ijar01/8427","title":"EFFICACY OF EMERGENT ELECTROENCEPHALOGRAPHY (EMEEG) IN DETECTING NONCONVULSIVE SEIZURES.","year":2019,"lang":"en","type":"article","venue":"International Journal of Advanced Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Status epilepticus; Medicine; Neurology; Epilepsy; Anesthesia; Pediatrics; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001075994,0.0002350363,0.0002059318,0.0002993648,0.00008237657,0.0002339986,0.0001428995,0.0001983356,0.0008136828],"category_scores_gemma":[0.007302159,0.00006625464,0.0001416852,0.0002020356,0.0001233466,0.0003432679,0.0001958845,0.0002040527,0.0001770778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502563,"about_ca_system_score_gemma":0.0002181898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006342959,"about_ca_topic_score_gemma":0.001090311,"domain_scores_codex":[0.9995856,0.0001460395,0.00006628516,0.00005489513,0.0001074498,0.00003977646],"domain_scores_gemma":[0.9967063,0.001853608,0.0007169464,0.00009144632,0.0004022416,0.0002295391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001163278,0.00009552079,0.9517236,0.00009625775,0.00004212266,0.0003434319,0.00005858239,0.0001895757,0.0008871622,0.00001471973,0.0002179967,0.04516787],"study_design_scores_gemma":[0.0000447685,0.001378848,0.9943522,0.0000740332,0.00006643924,0.001807109,0.00009422922,0.001061457,0.0006749735,0.00004624299,0.0003939093,0.000005837313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946638,0.002899108,0.0003983267,0.0001748707,0.00002091474,0.00002759638,0.0001716891,0.00001987338,0.001623804],"genre_scores_gemma":[0.9988328,0.0006389355,0.0002244238,0.0000338987,0.00002317023,0.000004836111,0.000150346,0.000001937961,0.0000896851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001075994,"threshold_uncertainty_score":0.005690515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839208604614628,"score_gpt":0.4203978862718329,"score_spread":0.3920058002256867,"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."}}