{"id":"W1604539019","doi":"10.1111/j.1528-1167.2011.03121.x","title":"Standards for epidemiologic studies and surveillance of epilepsy","year":2011,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1009,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Epilepsy; Public health; Environmental health; Health care; Public health surveillance; Medicine; Epidemiology; Consistency (knowledge bases); Population; Population health; Resource (disambiguation); Health promotion; MEDLINE; Computer science; Nursing; Psychiatry; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3386938,0.00343297,0.006499775,0.03176846,0.003676367,0.009415204,0.01292303,0.01336473,0.008428569],"category_scores_gemma":[0.4576697,0.003383495,0.006500791,0.04083598,0.005110089,0.006005738,0.00915448,0.01281635,0.009984117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0058609,"about_ca_system_score_gemma":0.03977485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01582447,"about_ca_topic_score_gemma":0.01279646,"domain_scores_codex":[0.5366942,0.2701172,0.1233037,0.01011084,0.05567053,0.004103631],"domain_scores_gemma":[0.4172921,0.2272593,0.05481788,0.09987227,0.19481,0.005948486],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008248031,0.0006863092,0.03668756,0.02274513,0.001787813,0.0007274209,0.006966947,0.004845777,0.001429041,0.1654265,0.3812912,0.3765815],"study_design_scores_gemma":[0.0005905708,0.0003179723,0.03061922,0.01788267,0.000802471,0.001097431,0.001902717,0.002566044,0.001085735,0.0555449,0.8872764,0.0003139122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00550335,0.03209712,0.6164422,0.03740487,0.01513038,0.1114689,0.09392366,0.004724488,0.08330509],"genre_scores_gemma":[0.01620304,0.01973549,0.7481087,0.009574668,0.002908243,0.1411835,0.05589645,0.0004882788,0.005901549],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6613063,"threshold_uncertainty_score":0.8155083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251311588202604,"score_gpt":0.3959263564919296,"score_spread":0.2707951976716693,"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."}}