{"id":"W3176312835","doi":"10.1016/j.eplepsyres.2021.106689","title":"Virtual epilepsy clinics – A Canadian Comprehensive Epilepsy Center experience pre-COVID and during the COVID-19 pandemic period","year":2021,"lang":"en","type":"article","venue":"Epilepsy Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Epilepsy; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Telehealth; Observational study; Health care; Telemedicine; Family medicine; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001780082,0.0003158641,0.0005685108,0.0004573429,0.001478771,0.0001347863,0.0003452592,0.0002229444,0.002340398],"category_scores_gemma":[0.002810767,0.0002515304,0.0001193179,0.0009933831,0.00083056,0.0001822311,0.0003193802,0.001507636,0.00009443613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009279214,"about_ca_system_score_gemma":0.004051298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02383098,"about_ca_topic_score_gemma":0.04848852,"domain_scores_codex":[0.9943774,0.001039778,0.0008575931,0.00094828,0.001247237,0.001529668],"domain_scores_gemma":[0.9945443,0.001301387,0.0001358311,0.000941271,0.0006584943,0.0024187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005125239,0.0001418251,0.9590381,0.0003265555,0.00007511127,0.0009542395,0.01476341,0.000005038253,0.001045816,0.0002369929,0.01138371,0.01151662],"study_design_scores_gemma":[0.004273339,0.0008422024,0.5875466,0.00008040042,0.0000279911,0.001859263,0.01900068,0.0001762217,0.000116392,0.00007928319,0.3857752,0.0002224012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976364,0.001088718,0.00006973788,0.01928905,0.0003656176,0.001824612,0.0001487275,0.0001152679,0.0007342735],"genre_scores_gemma":[0.9815995,0.001872391,0.0002519014,0.01293179,0.0007006564,0.0004606398,0.0002608109,0.00005676056,0.001865612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3743915,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415595131813873,"score_gpt":0.4599686798671297,"score_spread":0.3184091666857424,"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."}}