{"id":"W3194400838","doi":"10.1111/epi.17045","title":"Epilepsy care during the COVID‐19 pandemic","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research; GW Pharmaceuticals; National Institute of Neurological Disorders and Stroke; Zogenix; Vitaflo","keywords":"Pandemic; Context (archaeology); Medicine; Telehealth; Telemedicine; Health care; Distress; Epilepsy; Family medicine; Mental health; Coronavirus disease 2019 (COVID-19); Psychiatry; Nursing; Disease; Clinical psychology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003221951,0.0002544112,0.0004050082,0.00008282416,0.0003220268,0.00005692106,0.0002570487,0.0001661793,0.001141355],"category_scores_gemma":[0.002332608,0.0001842251,0.0002430313,0.0003320967,0.0001493557,0.00009723652,0.0001909124,0.0005132046,0.0004185717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005057043,"about_ca_system_score_gemma":0.0007705574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008253931,"about_ca_topic_score_gemma":0.00007568244,"domain_scores_codex":[0.997996,0.0002298849,0.0003210046,0.0005067615,0.0004641417,0.0004822243],"domain_scores_gemma":[0.9973534,0.0008292074,0.0001001303,0.001056495,0.0001435369,0.0005171751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001835068,0.00005849162,0.972724,0.001047853,0.000116026,0.001935453,0.002382918,0.00005543442,0.0100995,0.00057005,0.009417048,0.0014097],"study_design_scores_gemma":[0.004306767,0.0001764114,0.7424246,0.0002194737,0.000255632,0.002510631,0.001257839,0.00005364258,0.003750106,0.000379165,0.2442532,0.0004124623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734259,0.003458548,0.0002425499,0.01458956,0.000560003,0.0007210731,0.00002568924,0.0003607984,0.006615902],"genre_scores_gemma":[0.9830106,0.0001995611,0.000368011,0.01172983,0.0007041179,0.00007727886,0.00008090791,0.0000551939,0.003774507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2348362,"threshold_uncertainty_score":0.9997717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132861986075094,"score_gpt":0.3125284724046656,"score_spread":0.2911998525439147,"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."}}