{"id":"W4402172636","doi":"10.1002/epi4.13035","title":"The impact of <scp>COVID</scp>‐19 on people with epilepsy: Global results from the coronavirus and epilepsy study","year":2024,"lang":"en","type":"article","venue":"Epilepsia Open","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Epilepsy; Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Medicine; Virology; Psychology; Psychiatry; Internal medicine; Disease; Outbreak; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002238107,0.0005502306,0.0008827387,0.00006794812,0.0004805243,0.0006641634,0.00129285,0.0001545471,0.00006153765],"category_scores_gemma":[0.003729582,0.0002608975,0.0002279309,0.000756911,0.0003737943,0.0003364191,0.0007376854,0.0006276501,0.0001695007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004940308,"about_ca_system_score_gemma":0.001401125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02555466,"about_ca_topic_score_gemma":0.003446891,"domain_scores_codex":[0.9960579,0.000673772,0.0007103682,0.00103046,0.0008858095,0.0006416464],"domain_scores_gemma":[0.9854624,0.01172629,0.0002937941,0.001864428,0.0001251283,0.0005280151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004015889,0.0005447227,0.9110751,0.00007907867,0.001193764,0.0005053032,0.006599388,0.0001486141,0.00007600543,0.0007102552,0.06951047,0.005541374],"study_design_scores_gemma":[0.006808966,0.005897088,0.9698135,0.000545668,0.0004526233,0.0001055185,0.002063564,0.0004527841,0.00002892935,0.0009785781,0.01268682,0.0001659705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794416,0.001315155,0.00003854729,0.003615197,0.0003640762,0.005672498,0.0009817561,0.0001462005,0.008424976],"genre_scores_gemma":[0.9968681,0.0001730537,0.0001556432,0.001080566,0.0003407401,0.0002183881,0.0001270993,0.00007644513,0.0009599191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05873835,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847003983805378,"score_gpt":0.3626626895667685,"score_spread":0.3341926497287147,"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."}}