{"id":"W2527871732","doi":"","title":"DETERMINATION OF INDICATORS OF EPILEPTIC SEIZURE EVENTS ON THE SEIZURE MONITORING UNIT AND THE DEVELOPMENT OF AN ELECTRONIC DATABASE","year":2014,"lang":"en","type":"article","venue":"Journal of undergraduate research in Alberta","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epilepsy; Medicine; Database; Referral; Demographics; Pediatrics; Medical diagnosis; Antiepileptic drug; Psychiatry; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006039567,0.0001240051,0.0004057382,0.0006707076,0.00009510918,0.00001070576,0.000319902,0.00006054708,0.000005208478],"category_scores_gemma":[0.001428681,0.00006367842,0.00007572291,0.0006534649,0.0003219862,0.0001184495,0.0001008984,0.0008293913,0.000001501454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664108,"about_ca_system_score_gemma":0.0007692641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002418348,"about_ca_topic_score_gemma":0.0003057849,"domain_scores_codex":[0.9962154,0.001134392,0.0007017807,0.0001451751,0.001413884,0.0003893636],"domain_scores_gemma":[0.9958642,0.002785956,0.0004166746,0.0003714823,0.0003812857,0.0001804462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01799215,0.006548624,0.6572512,0.002666274,0.00222005,0.0001470444,0.006792968,0.00008961221,0.02182172,0.08381113,0.0001390034,0.2005202],"study_design_scores_gemma":[0.04837639,0.02353882,0.3275824,0.01385474,0.0005494899,0.0005220124,0.004213534,0.008184223,0.4346305,0.1366426,0.001270411,0.0006348573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856306,0.0002053645,0.0000583019,0.01340446,0.00002399744,0.000452874,0.000001863504,9.947902e-7,0.0002215472],"genre_scores_gemma":[0.9986685,0.0006185116,0.0005297185,0.000008224023,0.00004698442,0.00001365395,0.000005008717,0.00001507965,0.00009432879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4128088,"threshold_uncertainty_score":0.3603339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895594314217235,"score_gpt":0.3776432536421284,"score_spread":0.3286873104999561,"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."}}