{"id":"W1495473518","doi":"10.5698/1535-7597-15.3.144","title":"Evidence-Based Guideline: Management of an Unprovoked First Seizure in Adults: Report of the Guideline Development Subcommittee of the American Academy of Neurology and the American Epilepsy Society","year":2015,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Epilepsiatutkimussäätiö; Eisai; H. Lundbeck A/S; York University; Pfizer","keywords":"Medicine; Neurology; Guideline; Epilepsy; Adverse effect; Pediatrics; Antiepileptic drug; Abnormality; Intensive care medicine; Psychiatry; Internal medicine; Pathology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003751668,0.0006473794,0.00190106,0.0002488724,0.0001670396,0.00001307978,0.001425059,0.0001380097,0.00003010804],"category_scores_gemma":[0.0009533654,0.0003613129,0.0006527976,0.002098387,0.003599806,0.0001790384,0.0009057813,0.0009761484,0.000003064075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083054,"about_ca_system_score_gemma":0.0007419468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128882,"about_ca_topic_score_gemma":0.0001543755,"domain_scores_codex":[0.9913554,0.001092653,0.003532248,0.0009903525,0.002211441,0.000817874],"domain_scores_gemma":[0.9930694,0.0005279562,0.003502553,0.001723185,0.0007839592,0.0003929183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004919933,0.002181413,0.9345574,0.000966071,0.0005305858,0.00002359668,0.001043249,0.0002427398,0.00007411991,0.00009514829,0.007479626,0.04788613],"study_design_scores_gemma":[0.01438206,0.001520104,0.9640976,0.003656992,0.0005008073,0.00006540685,0.001359893,0.004003304,0.003782823,0.0002065864,0.006032074,0.0003924002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844601,0.002317149,0.0001337392,0.009450275,0.0004253167,0.002976184,0.0001163371,0.00002827677,0.00009259146],"genre_scores_gemma":[0.9939219,0.001824254,0.003023317,0.0006896859,0.00009689974,0.0002465326,0.00009582927,0.00005900021,0.00004258304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04749373,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05547670917213846,"score_gpt":0.360141998802209,"score_spread":0.3046652896300706,"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."}}