{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":53,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":53,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"28a2ae56c7e5","filters":{"venue":"Epiliepsy currents/Epilepsy currents"}},"results":[{"id":"W4249265228","doi":"10.5698/1535-7511.17.3.180","title":"Practice Guideline Summary: Sudden Unexpected Death in Epilepsy Incidence Rates and Risk Factors: Report of the Guideline Development, Dissemination, and Implementation Subcommittee of the American Academy of Neurology and the American Epilepsy Society","year":2017,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Alberta Children's Hospital; University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Guideline; Epilepsy; Neurology; Incidence (geometry); Medicine; Family medicine; Psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.0291206673860012,"gpt":0.4117860405421059,"spread":0.3826653731561047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003146932,0.0005780486,0.001437946,0.0002053346,0.000694019,0.00006562319,0.0008455018,0.0001205126,0.00002238414],"category_scores_gemma":[0.004621623,0.0003342005,0.0002828119,0.0007363138,0.003517589,0.000427141,0.001127798,0.0009949384,7.973393e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044516,"about_ca_system_score_gemma":0.0003607449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005471737,"about_ca_topic_score_gemma":0.0005715846,"domain_scores_codex":[0.9935267,0.001215429,0.002497229,0.0009173474,0.001176698,0.000666622],"domain_scores_gemma":[0.9907059,0.001677871,0.005455895,0.001205841,0.0007007763,0.0002537061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009259281,0.0004958489,0.9702729,0.0001287319,0.0004242898,0.000006926522,0.001763301,0.000003251898,0.0004493575,0.00008940175,0.00367447,0.0217656],"study_design_scores_gemma":[0.004362143,0.0003881735,0.9859052,0.0003378043,0.0004687164,0.00008465409,0.001702806,0.0005316919,0.003049554,0.0002358664,0.002673125,0.0002602921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894882,0.001491109,0.00009822779,0.006332936,0.0002411514,0.002019865,0.0002443476,0.00002019082,0.00006401247],"genre_scores_gemma":[0.9904987,0.007589987,0.001226717,0.0002297233,0.00008590296,0.0001266978,0.0001589716,0.00004635841,0.00003698927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0215053,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018930679","doi":"10.1111/j.1535-7511.2006.00146.x","title":"Do Interictal Spikes Sustain Seizures and Epileptogenesis?","year":2006,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Epileptogenesis; Ictal; Neuroscience; Medicine; Epilepsy; Electroencephalography; Hippocampus; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.0407527766120795,"gpt":0.3399030278874057,"spread":0.2991502512753262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005492063,0.0007373605,0.0006405271,0.0006708531,0.0008723103,0.0004404644,0.001337997,0.0001846751,0.0005624684],"category_scores_gemma":[0.0007308322,0.0006879616,0.0002425671,0.001337804,0.001290523,0.0008973608,0.0009168719,0.0009432115,0.0006255904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051476,"about_ca_system_score_gemma":0.0001411555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004000334,"about_ca_topic_score_gemma":0.000004760648,"domain_scores_codex":[0.9931964,0.0008280476,0.0008824549,0.002102329,0.001253339,0.001737426],"domain_scores_gemma":[0.997758,0.0005684425,0.0002929763,0.0007279934,0.0001293685,0.0005231705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003644747,0.00198226,0.2268888,0.0002139691,0.00001241689,0.0006571387,0.0002511585,0.00004754245,0.6995047,0.002737971,0.03023658,0.03710301],"study_design_scores_gemma":[0.006878141,0.001367434,0.06672643,0.0002711328,0.0001371619,0.0008839917,0.0002670032,0.002770953,0.8016919,0.00424765,0.112031,0.002727212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991242,0.0008492711,0.0001467415,0.0004402587,0.00406151,0.0009361461,0.000156658,0.0003245913,0.001842807],"genre_scores_gemma":[0.9964114,0.001000029,0.00002865715,0.0005674755,0.000603549,0.0001474954,0.00001357245,0.00008873684,0.001139102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601624,"threshold_uncertainty_score":0.9995571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043589371","doi":"10.1177/1535759720934852","title":"Intracranial EEG in the 21st Century","year":2020,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Stereoelectroencephalography; Ictal; Electroencephalography; Epilepsy; Epilepsy surgery; Neuroimaging; Neuroscience; Magnetic resonance imaging; Medicine; Psychology; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.03897329116780131,"gpt":0.3210765184888613,"spread":0.28210322732106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006168201,0.0006676313,0.0008721594,0.0002751464,0.0002524792,0.0001331317,0.000881886,0.0002166815,0.0012221],"category_scores_gemma":[0.0006360211,0.0004738288,0.0004519408,0.00136998,0.0002708938,0.0003181405,0.0002451156,0.001662341,0.002272271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247419,"about_ca_system_score_gemma":0.0002803575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006432412,"about_ca_topic_score_gemma":0.00002552086,"domain_scores_codex":[0.9943391,0.0004843063,0.0009866455,0.001107934,0.001693616,0.001388399],"domain_scores_gemma":[0.997517,0.0002576784,0.0001942072,0.0009021198,0.0001669971,0.0009619825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033795,0.003729796,0.8042802,0.0003963133,0.0002026123,0.0005001502,0.00287961,0.000006913969,0.0002730498,0.001049387,0.01346922,0.172179],"study_design_scores_gemma":[0.01730856,0.002690628,0.7489447,0.0007025473,0.0003471471,0.0002225624,0.003237654,0.001578731,0.000255278,0.0003418214,0.2233113,0.001059075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523762,0.007425525,0.00009498531,0.01511689,0.002448757,0.003725582,0.0003073576,0.0003129697,0.01819175],"genre_scores_gemma":[0.9922568,0.003798282,0.0002154852,0.001774969,0.00104576,0.0002647228,0.0005187169,0.00007446462,0.00005083722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098421,"threshold_uncertainty_score":0.9997714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914492038","doi":"10.1177/1535759718822847","title":"The Insula and Its Epilepsies","year":2019,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Insula; Ictal; Insular cortex; Stereoelectroencephalography; Semiology; Epilepsy; Medicine; Electroencephalography; Neuroscience; Magnetoencephalography; Audiology; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.02056967124261469,"gpt":0.3102142129735371,"spread":0.2896445417309224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007518578,0.0006828962,0.0008380988,0.0002806001,0.0006384191,0.000210216,0.0005167734,0.0002162378,0.0007315384],"category_scores_gemma":[0.0005124931,0.0004616705,0.0003417977,0.0006151514,0.0003057228,0.0003907609,0.0004515008,0.001006805,0.004072187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073615,"about_ca_system_score_gemma":0.0002538682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002081731,"about_ca_topic_score_gemma":0.00000998009,"domain_scores_codex":[0.9949868,0.0002681931,0.0008415531,0.001108861,0.001346754,0.001447851],"domain_scores_gemma":[0.9967811,0.0005441279,0.0002414248,0.001162266,0.0003619257,0.0009092148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005241431,0.0009963573,0.9113666,0.0003807885,0.0003989332,0.00003707534,0.0002824402,0.000002693368,0.0004107472,0.002906919,0.007697831,0.07499542],"study_design_scores_gemma":[0.01130989,0.00203972,0.7845497,0.0009535476,0.0002995384,0.0001742942,0.0004428768,0.002363251,0.001513452,0.001125656,0.1942614,0.0009666049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694215,0.01627995,0.00001061324,0.00170125,0.002767765,0.002424057,0.0001135187,0.0002123919,0.007068953],"genre_scores_gemma":[0.9869318,0.007133284,0.00006760427,0.0002015116,0.0003829617,0.0002491313,0.000189082,0.00009019323,0.004754437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865636,"threshold_uncertainty_score":0.9997835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022445793","doi":"10.5698/1535-7597-13.6.297","title":"Evidence-Based Guideline Update: Vagus Nerve Stimulation for the Treatment of Epilepsy","year":2013,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Vagus nerve stimulation; Epilepsy; Mood; Odds ratio; Ictal; Medicine; Neurology; Psychology; Confidence interval; Pediatrics; Vagus nerve; Psychiatry; Internal medicine; Stimulation","retraction":null,"screen_n_in":null,"score":{"opus":0.1543853107767464,"gpt":0.3886338798000264,"spread":0.23424856902328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009055343,0.0008146487,0.0008740163,0.0005364195,0.0007325379,0.0002698116,0.001527084,0.000234664,0.003122699],"category_scores_gemma":[0.003179018,0.0005894364,0.0007519753,0.001378004,0.000523618,0.001118051,0.0001699128,0.0003783749,0.001071744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096095,"about_ca_system_score_gemma":0.0003346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002464228,"about_ca_topic_score_gemma":0.00001113414,"domain_scores_codex":[0.9925424,0.0007576529,0.002060693,0.001513263,0.001815795,0.001310201],"domain_scores_gemma":[0.9913142,0.004544193,0.0008921714,0.001810395,0.0009830504,0.0004559545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001194336,0.006150321,0.1936803,0.0003950112,0.0001717666,0.000008810862,0.0006283927,0.05632149,0.02896421,0.001332037,0.05749073,0.6536626],"study_design_scores_gemma":[0.009548194,0.002687381,0.05528573,0.0006162496,0.0002896846,0.000007461625,0.00009005782,0.7986076,0.08895098,0.001661794,0.04106922,0.001185645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9132369,0.006988897,0.05213294,0.00521493,0.007124061,0.01356907,0.0009944064,0.0004693473,0.0002694817],"genre_scores_gemma":[0.9941566,0.0011051,0.001270809,0.0003372697,0.0006105585,0.001769413,0.0002707803,0.0001140193,0.000365471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7422861,"threshold_uncertainty_score":0.999706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1750723157","doi":"10.5698/1535-7511-12.4s.13","title":"Transition from Pediatric to Adult Epilepsy Care: A Difficult Process Marked by Medical and Social Crisis","year":2012,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Epilepsy; Medicine; Adult care; Young adult; Psychiatry; Population; Pediatric epilepsy; Pediatrics; Family medicine; Gerontology","retraction":null,"screen_n_in":null,"score":{"opus":0.02887281746324287,"gpt":0.3926603544442541,"spread":0.3637875369810112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001035455,0.0009471806,0.001199612,0.0004203366,0.001880496,0.00004975602,0.0007699543,0.001228636,0.002833412],"category_scores_gemma":[0.0007129304,0.0008996752,0.0002657185,0.001256293,0.0001208294,0.000679608,0.0003146371,0.002650629,0.001795645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004501685,"about_ca_system_score_gemma":0.0006279139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004788354,"about_ca_topic_score_gemma":0.00009215656,"domain_scores_codex":[0.9902313,0.001628223,0.001948297,0.001354384,0.002206557,0.002631234],"domain_scores_gemma":[0.9950029,0.0005483408,0.0005981894,0.000553677,0.0009130544,0.002383839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003247151,0.0007764518,0.6575202,0.001878501,0.00004397844,0.000004532825,0.04120392,3.260723e-7,0.000005793671,0.0000352472,0.2803553,0.01785096],"study_design_scores_gemma":[0.01856319,0.0005708354,0.7536353,0.001677127,0.001287342,0.00001200006,0.06709982,0.0003539558,0.00004117598,0.0002250365,0.1521024,0.004431867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713784,0.005761873,0.0009489538,0.006797323,0.00849815,0.002738302,0.0030627,0.0004225327,0.0003917397],"genre_scores_gemma":[0.9807771,0.001821653,0.0001115095,0.003728595,0.01003659,0.0006763656,0.00261157,0.000148352,0.00008827683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.128253,"threshold_uncertainty_score":0.9996503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012562040","doi":"10.1046/j.1535-7597.2003.03208.x","title":"Neuropeptide Y and Epilepsy","year":2003,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Fondation pour la Recherche Médicale; University of Alberta","keywords":"Neuroscience; Epilepsy; Neuropeptide; Neocortex; Neuropeptide Y receptor; Hippocampus; Glutamate receptor; Neurotransmitter; Medicine; Interneuron; Receptor; Biology; Central nervous system; Internal medicine; Inhibitory postsynaptic potential","retraction":null,"screen_n_in":null,"score":{"opus":0.06691846259601857,"gpt":0.346312814245027,"spread":0.2793943516490084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007999871,0.0007686536,0.0006687504,0.0005721944,0.0009952718,0.0003076937,0.001254742,0.0001685846,0.001005837],"category_scores_gemma":[0.003127095,0.0007292887,0.00023236,0.001572717,0.001205006,0.000970187,0.0005118273,0.001453284,0.002002098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007042121,"about_ca_system_score_gemma":0.0001825298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005601063,"about_ca_topic_score_gemma":0.000001234357,"domain_scores_codex":[0.991865,0.001717034,0.0008709604,0.002355303,0.001311502,0.001880165],"domain_scores_gemma":[0.9968496,0.000799922,0.0002790049,0.0009778453,0.0001137834,0.00097985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002418356,0.002154293,0.1928048,0.0001757209,0.00002192071,0.0005822495,0.0003875256,0.00003236433,0.7309895,0.008906733,0.02163898,0.04206418],"study_design_scores_gemma":[0.005960206,0.001067962,0.0241649,0.0001653063,0.00009675194,0.0008748916,0.00008618509,0.001220675,0.6282404,0.002270484,0.3337968,0.002055421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827341,0.0004731459,0.00009722228,0.0003514105,0.006318096,0.001040776,0.00009069459,0.0003464271,0.008548065],"genre_scores_gemma":[0.9935891,0.002340368,0.00005022414,0.001907979,0.0002152463,0.0001351819,0.000004396299,0.0001117446,0.001645782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3121578,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"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","retraction":null,"screen_n_in":null,"score":{"opus":0.05547670917213846,"gpt":0.360141998802209,"spread":0.3046652896300706,"validation_status":"score_only:v0-immature-baseline"},"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"},"labels":[],"label_agreement":null},{"id":"W3094519694","doi":"10.1177/1535759720957308","title":"HFO to Measure Seizure Propensity and Improve Prognostication in Patients With Epilepsy","year":2020,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital","funders":"Deutsche Forschungsgemeinschaft","keywords":"Epilepsy; Electroencephalography; Disease; Medicine; Internal medicine; Psychology; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.03169371771572594,"gpt":0.2754263531188684,"spread":0.2437326354031424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004079673,0.0007797609,0.001105771,0.000368984,0.0002164966,0.0001214803,0.0003653592,0.0002256027,0.0001606808],"category_scores_gemma":[0.0009763319,0.0006138242,0.0001499865,0.001251676,0.0002116109,0.0004529748,0.0003408122,0.001034104,0.0005011836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037055,"about_ca_system_score_gemma":0.0003351088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005574083,"about_ca_topic_score_gemma":0.00003256397,"domain_scores_codex":[0.9943695,0.0002561757,0.0008610882,0.001678402,0.001603344,0.001231498],"domain_scores_gemma":[0.9963164,0.0001085324,0.0002350663,0.0007785287,0.0006744586,0.001886978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003279882,0.002454285,0.9216231,0.0004017567,0.0001697535,0.00005319839,0.000774525,0.000005795342,0.0001254308,0.00004592497,0.002186905,0.06887944],"study_design_scores_gemma":[0.01272867,0.00455855,0.9772225,0.000833123,0.0002038637,0.000008777422,0.00008691761,0.0003305559,0.0004694456,0.00003422507,0.002880934,0.0006424412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877868,0.0004990438,0.0002831694,0.003271945,0.0004312093,0.006673949,0.0002573818,0.0001934354,0.0006030973],"genre_scores_gemma":[0.9966715,0.0000998859,0.0009208541,0.0007134116,0.0002806848,0.000500796,0.0006307192,0.0001047942,0.0000773607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.068237,"threshold_uncertainty_score":0.9996313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2180981774","doi":"10.5698/1535-7511-12.4s.22","title":"AED Treatment through Different Ages: As Our Brains Change, Should Our Drug Choices Also?","year":2012,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"UCB Pharma; Valeant Pharmaceuticals International; Eisai; Upsher-Smith; Jazz Pharmaceuticals; Pfizer","keywords":"Drug; Pharmacokinetics; Etiology; Medicine; Epilepsy; Drug metabolism; Affect (linguistics); Pharmacology; Adverse effect; Intensive care medicine; Psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.1558013646464919,"gpt":0.4183797283094173,"spread":0.2625783636629254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005893986,0.001886226,0.002183805,0.0006429923,0.0006778822,0.000206064,0.0008107866,0.0004558507,0.0007814887],"category_scores_gemma":[0.0003674632,0.001413919,0.001255755,0.000894569,0.0001507074,0.001399113,0.0004807566,0.001241251,0.004889675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403881,"about_ca_system_score_gemma":0.0002680829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028339,"about_ca_topic_score_gemma":0.0001570816,"domain_scores_codex":[0.9898803,0.0006633511,0.001484068,0.001826762,0.002505403,0.003640068],"domain_scores_gemma":[0.9941759,0.0002043652,0.0005728242,0.002065222,0.0003324905,0.002649163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007510202,0.01603943,0.8657191,0.0004571537,0.001376266,0.0001319295,0.003987988,0.000001426044,0.0002367135,0.0003412731,0.03353108,0.0774266],"study_design_scores_gemma":[0.02643038,0.004627826,0.6514049,0.002032429,0.001912195,0.0002801992,0.004338665,0.0001754125,0.007544051,0.0004342838,0.298148,0.002671709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544252,0.01685349,0.00005899979,0.006651461,0.009621579,0.005504166,0.0006406654,0.0007259549,0.005518495],"genre_scores_gemma":[0.9735591,0.008588913,0.000265399,0.0008908926,0.005621748,0.002180676,0.002176439,0.0002642933,0.006452544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2646169,"threshold_uncertainty_score":0.9993882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233084959","doi":"10.1177/1535759721996344","title":"FDA Safety Warning on the Cardiac Effects of Lamotrigine: An Advisory From the Ad Hoc ILAE/AES Task Force","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Lamotrigine; Task force; Medicine; Advisory committee; Post-hoc analysis; Internal medicine; Psychiatry; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.03570550324045982,"gpt":0.3372937499543023,"spread":0.3015882467138424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009309204,0.0006292436,0.001042639,0.00006802888,0.0007105546,0.00008326854,0.0006662188,0.0001788285,0.0005793214],"category_scores_gemma":[0.002420759,0.0003788623,0.0005882877,0.0005424758,0.0003532318,0.0003295777,0.0004300553,0.001583719,0.0002767766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334514,"about_ca_system_score_gemma":0.000188983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005824045,"about_ca_topic_score_gemma":0.00001409717,"domain_scores_codex":[0.9948027,0.001299933,0.0008616373,0.0009443127,0.001235903,0.0008554867],"domain_scores_gemma":[0.99263,0.004842151,0.0004778086,0.001315515,0.0003231616,0.0004113691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00322767,0.004575587,0.2997669,0.001414825,0.003101487,0.0001377977,0.00509291,0.00006534049,0.00963835,0.001809881,0.04811861,0.6230506],"study_design_scores_gemma":[0.005227483,0.0009451291,0.1764199,0.00235425,0.001744838,0.00001237634,0.001284862,0.0009119743,0.01210729,0.00043084,0.7977821,0.0007790014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9156213,0.06524497,0.0001838538,0.005812074,0.007619312,0.001719176,0.0004991625,0.0001520845,0.003148074],"genre_scores_gemma":[0.9735827,0.02239961,0.0001156077,0.001680902,0.001113028,0.0001366122,0.0004670408,0.00007845712,0.0004259795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7496635,"threshold_uncertainty_score":0.9998663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157977018","doi":"10.1111/j.1535-7511.2007.00207.x","title":"Epilepsy: Being Ill in More Ways than One","year":2007,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Comorbidity; Epilepsy; Epidemiology; Psychological intervention; Quality of life (healthcare); Psychiatric comorbidity; Psychiatry; Adverse effect; Intensive care medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04592459844345895,"gpt":0.3414678681302302,"spread":0.2955432696867712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002140905,0.001173656,0.001717816,0.001630316,0.0003907948,0.0001188237,0.0008252388,0.0005188552,0.001157264],"category_scores_gemma":[0.000943383,0.00111695,0.0007205525,0.002046654,0.0005005836,0.000606654,0.0004694252,0.002113679,0.001828094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106124,"about_ca_system_score_gemma":0.0003946522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003144369,"about_ca_topic_score_gemma":0.0002206532,"domain_scores_codex":[0.9900857,0.000228572,0.002002892,0.001975261,0.002502147,0.003205459],"domain_scores_gemma":[0.9948767,0.0004639366,0.0004073559,0.001794509,0.0005724166,0.001885109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001139199,0.005624879,0.8829078,0.000416547,0.000315423,0.0006371383,0.0009843592,0.000007423144,0.000677352,0.0009959994,0.002858195,0.1034357],"study_design_scores_gemma":[0.01284292,0.001279141,0.9591577,0.002064903,0.0002795151,0.0001244993,0.0005676501,0.0004695514,0.004044024,0.001437464,0.0165128,0.001219832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716257,0.002801784,0.001444073,0.001217673,0.002645992,0.002836526,0.0001621849,0.000453186,0.01681288],"genre_scores_gemma":[0.993147,0.001451731,0.001688854,0.0004762701,0.00104413,0.0002401976,0.0009490455,0.0002008645,0.0008018838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022159,"threshold_uncertainty_score":0.9997558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312703278","doi":"10.1111/j.1535-7597.2003.03208.x","title":"Neuropeptide Y and Epilepsy","year":2003,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Neuroscience; Epilepsy; Neuropeptide; Neocortex; Neuropeptide Y receptor; Neurotransmitter; Hippocampus; Glutamate receptor; Medicine; Interneuron; Receptor; Biology; Central nervous system; Internal medicine; Inhibitory postsynaptic potential","retraction":null,"screen_n_in":null,"score":{"opus":0.06691846259601857,"gpt":0.346312814245027,"spread":0.2793943516490084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007999871,0.0007686536,0.0006687504,0.0005721944,0.0009952718,0.0003076937,0.001254742,0.0001685846,0.001005837],"category_scores_gemma":[0.003127095,0.0007292887,0.00023236,0.001572717,0.001205006,0.000970187,0.0005118273,0.001453284,0.002002098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007042121,"about_ca_system_score_gemma":0.0001825298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005601063,"about_ca_topic_score_gemma":0.000001234357,"domain_scores_codex":[0.991865,0.001717034,0.0008709604,0.002355303,0.001311502,0.001880165],"domain_scores_gemma":[0.9968496,0.000799922,0.0002790049,0.0009778453,0.0001137834,0.00097985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002418356,0.002154293,0.1928048,0.0001757209,0.00002192071,0.0005822495,0.0003875256,0.00003236433,0.7309895,0.008906733,0.02163898,0.04206418],"study_design_scores_gemma":[0.005960206,0.001067962,0.0241649,0.0001653063,0.00009675194,0.0008748916,0.00008618509,0.001220675,0.6282404,0.002270484,0.3337968,0.002055421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827341,0.0004731459,0.00009722228,0.0003514105,0.006318096,0.001040776,0.00009069459,0.0003464271,0.008548065],"genre_scores_gemma":[0.9935891,0.002340368,0.00005022414,0.001907979,0.0002152463,0.0001351819,0.000004396299,0.0001117446,0.001645782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3121578,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1776515886","doi":"10.5698/1535-7511-14.s2.23","title":"Neurocysticercosis and Epilepsy","year":2014,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Parasitic infections in humans and animals","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Institutes of Health","keywords":"Neurocysticercosis; Medicine; Epilepsy; Pediatrics; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.02131685918202629,"gpt":0.3034997589117828,"spread":0.2821828997297565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006045346,0.0006084173,0.0008821686,0.0004287748,0.0004927492,0.0001222417,0.0002731766,0.0002241316,0.0008741521],"category_scores_gemma":[0.0006958137,0.0005688399,0.0002973374,0.0004840668,0.0003477218,0.0003071306,0.0001909797,0.0007668292,0.0009068719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048345,"about_ca_system_score_gemma":0.00007024224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003702077,"about_ca_topic_score_gemma":0.000004267533,"domain_scores_codex":[0.9962927,0.0002380402,0.0008515139,0.001053238,0.0006611064,0.0009033725],"domain_scores_gemma":[0.9977703,0.0002663337,0.0002395246,0.0008378524,0.0002379368,0.0006480189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003175363,0.001611109,0.7501135,0.0005616258,0.0001888487,0.00002680738,0.0003478305,0.00001560286,0.001212079,0.005178414,0.01556627,0.2248603],"study_design_scores_gemma":[0.006976585,0.001598166,0.7028915,0.001085273,0.0008356219,0.0005462639,0.0001248451,0.007906021,0.001180471,0.001552309,0.2739539,0.001349087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696572,0.0009897016,0.00336034,0.0003841463,0.003743556,0.0007999119,0.00006756251,0.00038084,0.02061676],"genre_scores_gemma":[0.9960119,0.0005973976,0.0007625613,0.0005981091,0.001084069,0.0001105217,0.0001098271,0.00008577032,0.0006398485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2583876,"threshold_uncertainty_score":0.999871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086523199","doi":"10.1046/j.1535-7597.2001.00009.x","title":"The GABA <sub>A</sub> Receptor: Subunit-Dependent Functions and Absence Seizures","year":2001,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Protein subunit; GABAA receptor; Neuroscience; Receptor; Epilepsy; Biology; Chemistry; Psychology; Biochemistry; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.05129309346659988,"gpt":0.3273653243255538,"spread":0.2760722308589539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008817518,0.0006427627,0.0004415301,0.000378307,0.002918404,0.0005172081,0.001602618,0.0001649998,0.0001994479],"category_scores_gemma":[0.00150792,0.0005073263,0.0002039379,0.001545639,0.001637547,0.0008892518,0.0008298515,0.001577721,0.002058048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125476,"about_ca_system_score_gemma":0.0001886044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000929516,"about_ca_topic_score_gemma":0.0000198581,"domain_scores_codex":[0.9929996,0.001058637,0.000787588,0.001787207,0.001576475,0.001790526],"domain_scores_gemma":[0.9964612,0.001346666,0.000300503,0.0009840692,0.0001723708,0.0007352587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002962376,0.0007509775,0.03786866,0.00003582711,0.00001652265,0.000152128,0.0001834631,0.00002520813,0.8459896,0.0002968962,0.02646584,0.08791865],"study_design_scores_gemma":[0.003830157,0.0009474513,0.01745394,0.0001644964,0.00009361238,0.0010314,0.0003577852,0.002272215,0.7046345,0.0007911336,0.266787,0.001636384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864844,0.0008146077,0.00008202211,0.001197963,0.008796192,0.001002892,0.0001812517,0.0002927965,0.001147852],"genre_scores_gemma":[0.9787564,0.01829487,0.000003221059,0.0006759315,0.0004569745,0.0002342035,0.000009825317,0.00007358762,0.001494961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403211,"threshold_uncertainty_score":0.9997379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090181595","doi":"10.5698/1535-7511-11.2.45","title":"Explaining the Unexplained; Expecting the Unexpected: Where Are We with Sudden Unexpected Death in Epilepsy?","year":2011,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Epilepsy; Mechanism (biology); Sudden death; Medicine; Population; Intensive care medicine; Neuroscience; Psychology; Psychiatry; Cardiology; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.1016137716069579,"gpt":0.3021158429600018,"spread":0.2005020713530439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001020536,0.001099427,0.0008600123,0.0006397331,0.001895723,0.0005090305,0.003145987,0.000227068,0.0005857649],"category_scores_gemma":[0.001335394,0.0006754636,0.0003335662,0.00350188,0.0009354332,0.001345703,0.0005786353,0.001941952,0.0003438994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207187,"about_ca_system_score_gemma":0.0002104733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001522305,"about_ca_topic_score_gemma":0.0003909856,"domain_scores_codex":[0.9908531,0.001570983,0.001431404,0.002210729,0.001989707,0.001944109],"domain_scores_gemma":[0.9952687,0.001064952,0.00106975,0.001916381,0.0002139362,0.0004662946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009721009,0.002636113,0.9104285,0.0001426719,0.00006638953,0.0004944847,0.03339115,0.0004565336,0.01245116,0.008846061,0.006020857,0.02409396],"study_design_scores_gemma":[0.03243484,0.004983576,0.4276069,0.008358081,0.0006449799,0.001600659,0.1556434,0.03642526,0.1771851,0.005499981,0.1365208,0.0130964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820308,0.001148134,0.0008164226,0.002093984,0.00439856,0.002114857,0.00007028899,0.0005903588,0.006736575],"genre_scores_gemma":[0.9968302,0.0008124791,0.0001395592,0.0007777892,0.0003880145,0.0005460672,0.00001271973,0.0001387233,0.0003544818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4828216,"threshold_uncertainty_score":0.9995697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126696394","doi":"10.1177/1535759721991161","title":"Emerging Trends in Neuroimaging of Epilepsy","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Neurological Disorders and Stroke; Canada First Research Excellence Fund; Institute of Neurosciences, Mental Health and Addiction; Foundation for the National Institutes of Health","keywords":"Neuroimaging; Prognostics; Medicine; Epilepsy; Brain function; Magnetic resonance imaging; Neuroscience; Artificial intelligence; Computer science; Psychiatry; Psychology; Radiology; Data mining","retraction":null,"screen_n_in":null,"score":{"opus":0.07205264821945591,"gpt":0.3910501762932826,"spread":0.3189975280738267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002795933,0.0004995171,0.0009256483,0.0008270714,0.0001273607,0.0000318404,0.0003919975,0.0001211359,0.0006526402],"category_scores_gemma":[0.0002570403,0.0005417722,0.0004048336,0.002417102,0.0002005906,0.0003047732,0.0003204597,0.0009348946,0.00005903599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344765,"about_ca_system_score_gemma":0.0001404382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002347014,"about_ca_topic_score_gemma":0.000006006649,"domain_scores_codex":[0.9960054,0.0001490457,0.001223547,0.001138468,0.0006742388,0.0008093108],"domain_scores_gemma":[0.997624,0.0001115814,0.0003718117,0.001279891,0.0002965011,0.0003161594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008504103,0.001861552,0.6868519,0.0002284664,0.00003916378,0.0001460779,0.0002388926,0.0000625901,0.008654078,0.001199639,0.0055318,0.2951008],"study_design_scores_gemma":[0.007640884,0.0003540748,0.8013484,0.002260895,0.000334991,0.0004875739,0.0003160225,0.007931049,0.03140453,0.003237109,0.1432155,0.001468876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681048,0.003488484,0.008308971,0.003824295,0.002152626,0.00091415,0.000226406,0.0006619754,0.01231826],"genre_scores_gemma":[0.9916413,0.0008819242,0.005642354,0.0003309327,0.0002079127,0.0001193148,0.0004439424,0.0001034621,0.0006288438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2936319,"threshold_uncertainty_score":0.9997034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389391303","doi":"10.1177/15357597231213248","title":"Epilepsy and Anti-Seizure Medications: Secret Agents for Endocrine Disruption","year":2023,"lang":"en","type":"review","venue":"Epiliepsy currents/Epilepsy currents","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Xenon Pharmaceuticals (Canada)","funders":"","keywords":"Epilepsy; Endocrine system; Medicine; Neuroscience; Psychology; Internal medicine; Hormone","retraction":null,"screen_n_in":null,"score":{"opus":0.1574982892054176,"gpt":0.4599761097513576,"spread":0.30247782054594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001013121,0.001712559,0.005114535,0.0008872934,0.0006834966,0.0001295405,0.0007037271,0.0007227315,0.0003792515],"category_scores_gemma":[0.001609981,0.001324094,0.001500146,0.001299398,0.0005305979,0.0002764356,0.0007464705,0.001700931,0.0007199663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003810105,"about_ca_system_score_gemma":0.0003511025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001524556,"about_ca_topic_score_gemma":0.000004324785,"domain_scores_codex":[0.9923123,0.0004818241,0.002250849,0.002190358,0.001177664,0.001587031],"domain_scores_gemma":[0.9950413,0.001410533,0.001157566,0.001009999,0.0003381371,0.001042482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008824343,0.001357966,0.002477207,0.05872663,0.00230723,0.00008856722,0.000125029,8.231282e-7,0.000003630679,0.0002593319,0.05831143,0.8762539],"study_design_scores_gemma":[0.003702047,0.000533424,0.001805634,0.02281285,0.006825954,0.0001447765,0.00004402516,0.0002946367,0.000002967934,0.0002179416,0.962472,0.001143711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008593632,0.9793319,0.000311916,0.0004379276,0.005978979,0.009227477,0.002906804,0.0006556942,0.0002899873],"genre_scores_gemma":[0.0006690336,0.9856204,0.0001935645,0.000236831,0.002039121,0.003629243,0.006047216,0.0002812993,0.001283268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9041606,"threshold_uncertainty_score":0.9995621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3153201461","doi":"10.1177/15357597211004549","title":"Proceedings of the Sleep and Epilepsy Workshop: Section 2 Comorbidities: Sleep Related Comorbidities of Epilepsy","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"BAND foundation","keywords":"Epilepsy; Sleep (system call); Sleep medicine; Medicine; Comorbidity; Workgroup; Circadian rhythm; Sleep disorder; Psychiatry; Neuroscience; Psychology; Insomnia; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02511221252059859,"gpt":0.2906800876589182,"spread":0.2655678751383196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008878672,0.0009546287,0.001866307,0.0005492196,0.0004912326,0.0001060304,0.0006641246,0.0005335642,0.001131742],"category_scores_gemma":[0.00116517,0.0007699965,0.0008664144,0.002011797,0.001378784,0.0005833289,0.0007434588,0.001668443,0.00005851089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344158,"about_ca_system_score_gemma":0.0004026663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129192,"about_ca_topic_score_gemma":0.00004022139,"domain_scores_codex":[0.992863,0.0003163324,0.002104916,0.001386631,0.002039006,0.001290139],"domain_scores_gemma":[0.9949008,0.0005319754,0.001102409,0.001166267,0.001572766,0.0007258119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006707296,0.003321261,0.9528369,0.001958182,0.001125792,0.00005142393,0.002032293,0.00001894511,0.003499642,0.002093073,0.01383861,0.01855311],"study_design_scores_gemma":[0.01681268,0.002018349,0.8882719,0.006385197,0.001838768,0.0008759811,0.006451741,0.002234278,0.05222245,0.003021638,0.01827186,0.001595144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980753,0.005589,0.00003709286,0.001033648,0.003979401,0.001820475,0.0005413643,0.0001711962,0.006074802],"genre_scores_gemma":[0.9930275,0.003353884,0.0003568884,0.0001072697,0.0004619943,0.0002123281,0.0004725206,0.0001346414,0.001872941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06456503,"threshold_uncertainty_score":0.9997814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1503099396","doi":"10.1111/j.1535-7511.2009.01338.x","title":"When Should Corpus Callosotomy be Offered as Palliative Therapy?","year":2010,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corpus callosotomy; Medicine; Seizure types; Retrospective cohort study; Tonic (physiology); partial seizures; Epilepsy; Pediatrics; Anesthesia; Surgery; Epilepsy surgery; Psychiatry; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1038116682493279,"gpt":0.3689629900981943,"spread":0.2651513218488664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007727293,0.003106809,0.003741618,0.001381203,0.0006728375,0.0004097381,0.002100479,0.005284354,0.01118648],"category_scores_gemma":[0.000885819,0.002589334,0.002094637,0.0009059654,0.001092444,0.0004712857,0.0007350263,0.0217448,0.005244146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041371,"about_ca_system_score_gemma":0.001836482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006385585,"about_ca_topic_score_gemma":0.00006456858,"domain_scores_codex":[0.9839651,0.0009171165,0.002302514,0.003678404,0.005343349,0.003793546],"domain_scores_gemma":[0.9908836,0.0008711254,0.001223616,0.003848547,0.001292277,0.001880795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001035152,0.002806037,0.1267694,0.0008419034,0.002148503,0.002392804,0.0006175926,3.378196e-7,0.0001913097,0.00004812741,0.8266581,0.0364908],"study_design_scores_gemma":[0.01274931,0.002554049,0.01374941,0.001707462,0.0008462249,0.0001898275,0.00004497993,0.00006989088,0.001068342,0.001396811,0.9635034,0.002120262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1343051,0.01735834,0.0001485339,0.7744879,0.02465604,0.01859125,0.006771643,0.001872469,0.02180877],"genre_scores_gemma":[0.08807612,0.02671529,0.001879726,0.724994,0.03412873,0.007034939,0.06188612,0.002392579,0.05289251],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1368454,"threshold_uncertainty_score":0.998166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967500026","doi":"10.5698/1535-7511-12.4.158","title":"Overcoming Barriers to Successful Epilepsy Management","year":2012,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Dalhousie University","funders":"","keywords":"Medicine; Epilepsy; MEDLINE; Data science; Psychiatry; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02711922741579302,"gpt":0.333257872320468,"spread":0.306138644904675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001197,0.001179919,0.001355919,0.001125556,0.0006941312,0.0001719954,0.0008748172,0.0003015764,0.00481976],"category_scores_gemma":[0.0005739312,0.001080946,0.0007281231,0.001612661,0.0002463688,0.0009168726,0.0008084485,0.001094356,0.00670421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009510008,"about_ca_system_score_gemma":0.0002537895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007507663,"about_ca_topic_score_gemma":0.000007666271,"domain_scores_codex":[0.9909973,0.0003483041,0.001349877,0.001524989,0.002345243,0.00343434],"domain_scores_gemma":[0.9908872,0.0001913062,0.0002835693,0.001904896,0.0003008379,0.006432244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006875029,0.002233198,0.888522,0.0005062899,0.0006945219,0.0001181158,0.0007898646,0.00001088794,0.0001950935,0.001051025,0.03983489,0.06535665],"study_design_scores_gemma":[0.01101979,0.001293097,0.6116287,0.001650773,0.0009445191,0.0001761828,0.001221458,0.0002229627,0.002958907,0.0002734167,0.3667166,0.001893699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958465,0.003388695,0.001009352,0.001263926,0.006650687,0.004268781,0.0002901089,0.0005776191,0.02408588],"genre_scores_gemma":[0.9902594,0.0009412441,0.002510288,0.00107513,0.001395311,0.0008692312,0.0004802067,0.0002014258,0.002267736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3268817,"threshold_uncertainty_score":0.999164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237675420","doi":"10.1177/15357597211002869","title":"How to Help Your Patients Enroll in the New-Onset Refractory Status Epilepticus (NORSE) and Febrile Infection-Related Epilepsy Syndrome (FIRES) Family Registry, and Other Rare Epilepsy Registries","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Status epilepticus; Epilepsy; Medicine; Refractory (planetary science); Pediatrics; Epilepsy syndromes; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.02916963710979814,"gpt":0.3008416049390456,"spread":0.2716719678292475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001024368,0.001487063,0.001901966,0.0009193963,0.0007132665,0.0007552796,0.0006292383,0.0006487017,0.0003237406],"category_scores_gemma":[0.002763294,0.00123224,0.000486118,0.002192246,0.0006895375,0.0008003222,0.0006695977,0.002114617,0.0002877039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006800257,"about_ca_system_score_gemma":0.001025672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457126,"about_ca_topic_score_gemma":0.0004680512,"domain_scores_codex":[0.9897931,0.001248869,0.00171261,0.002556398,0.002204226,0.002484794],"domain_scores_gemma":[0.9934627,0.0007368281,0.0006633131,0.002295565,0.0006314502,0.002210144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008032375,0.002754597,0.9145102,0.0004134208,0.0004225007,0.0005823597,0.002030953,0.000006591637,0.0001091096,0.0001130839,0.0432283,0.03502566],"study_design_scores_gemma":[0.0113319,0.00219364,0.8726382,0.001389615,0.0003444466,0.0006444601,0.001509412,0.00006732809,0.0001174216,0.0005353818,0.108147,0.001081232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797891,0.008851199,0.00007568786,0.003012463,0.002093469,0.003355854,0.001305505,0.000230826,0.001285836],"genre_scores_gemma":[0.9881913,0.004831956,0.0003403962,0.00095372,0.0003530471,0.0004820371,0.001584328,0.0002085906,0.003054628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06491865,"threshold_uncertainty_score":0.9997879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966077147","doi":"10.1111/j.1535-7511.2005.00067.x","title":"Anatomical and Behavioral Effects of in Utero Exposure to Antiepileptic Drugs","year":2005,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Antiepileptic drug; In utero; MEDLINE; Epilepsy; Psychiatry; Pregnancy; Fetus","retraction":null,"screen_n_in":null,"score":{"opus":0.02330256967251163,"gpt":0.3406993811226431,"spread":0.3173968114501315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004045148,0.001268902,0.002895547,0.001065133,0.0001252117,0.00005439845,0.0005712876,0.001185217,0.0001993606],"category_scores_gemma":[0.0003521039,0.00110445,0.0005386207,0.0007821976,0.0004541967,0.0001993152,0.000664929,0.003921338,0.000141092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003519759,"about_ca_system_score_gemma":0.000131522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007921887,"about_ca_topic_score_gemma":0.000008793312,"domain_scores_codex":[0.9935928,0.0004622116,0.001520435,0.001653933,0.00129199,0.001478641],"domain_scores_gemma":[0.9973097,0.0006288704,0.0004666204,0.0008135657,0.0001970301,0.0005842178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005842808,0.004114099,0.1530119,0.006587176,0.0004647931,0.001845074,0.001340956,0.000005235391,0.0008741987,0.000009101395,0.6985626,0.1326005],"study_design_scores_gemma":[0.0311167,0.01172288,0.3990908,0.01581545,0.003585555,0.0002486687,0.0001624917,0.0004477182,0.004634136,0.0002049855,0.5283452,0.004625396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413775,0.004697086,0.00002151801,0.04599512,0.00385045,0.003435635,0.0002789802,0.0001377523,0.0002059367],"genre_scores_gemma":[0.9267476,0.001598938,0.0002713857,0.06709456,0.002937313,0.0004156615,0.0004553604,0.0001544083,0.0003248169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2460789,"threshold_uncertainty_score":0.9991406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083280379","doi":"10.5698/1535-7597-13.2.69","title":"Cerebral Vasospasm after Temporal Lobe Epilepsy Surgery: Clinically Important?","year":2013,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Epilepsy; Temporal lobe; Epilepsy surgery; Vasospasm; Surgery; Subarachnoid hemorrhage; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.03138133535124095,"gpt":0.3212562917032088,"spread":0.2898749563519679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001763879,0.001688905,0.002694199,0.0009495331,0.0004532691,0.0003959044,0.0009251373,0.000725345,0.01706074],"category_scores_gemma":[0.001252768,0.001432552,0.001960864,0.001442649,0.0007776212,0.001188264,0.0006457758,0.002178539,0.01327588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000558666,"about_ca_system_score_gemma":0.001045754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005194577,"about_ca_topic_score_gemma":0.00004906356,"domain_scores_codex":[0.9864614,0.0006454785,0.004139756,0.002595437,0.00279606,0.003361883],"domain_scores_gemma":[0.9912466,0.0007929153,0.001064691,0.002685567,0.0009645548,0.003245715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009416532,0.004173395,0.8558125,0.0003827348,0.0006367384,0.0003825329,0.0002700777,7.699444e-7,0.00004774367,0.00006642034,0.09722064,0.04006481],"study_design_scores_gemma":[0.008081951,0.001746975,0.9409219,0.001390686,0.0005641525,0.0002476147,0.0003048883,0.0006136781,0.0003061068,0.001398523,0.04257656,0.001846934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795555,0.003818709,0.0001798729,0.002341942,0.005280755,0.004162765,0.0004688491,0.0007136652,0.003477866],"genre_scores_gemma":[0.9874802,0.001865024,0.00134998,0.001000746,0.00169658,0.001894597,0.001978667,0.0002949131,0.002439252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08510944,"threshold_uncertainty_score":0.9995857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296783569","doi":"10.1177/15357597221120486","title":"A Cry for Survival? Rhythmic and Periodic EEG Discharges as Treatment Targets Following Cardiac Arrest","year":2022,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Rhythm; Electroencephalography; Cardiology; Internal medicine; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.02240203827631999,"gpt":0.3045153882335953,"spread":0.2821133499572753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006860367,0.001746938,0.002970238,0.0007957092,0.001131287,0.0002665234,0.0004178944,0.0009409653,0.000585128],"category_scores_gemma":[0.0004316503,0.001574464,0.00283442,0.0005498356,0.0002976704,0.0003395898,0.0003600603,0.002416199,0.0002381757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055063,"about_ca_system_score_gemma":0.0006977146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327712,"about_ca_topic_score_gemma":0.000006945601,"domain_scores_codex":[0.9919058,0.0006222692,0.001364304,0.002407857,0.001908817,0.001790958],"domain_scores_gemma":[0.9964254,0.0006916878,0.0006825227,0.00137451,0.0002147838,0.0006110524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009790196,0.0009224022,0.1430169,0.002749581,0.003946833,0.0006869114,0.001976861,0.000008805989,0.000177811,0.00004877548,0.8082149,0.03727117],"study_design_scores_gemma":[0.004846198,0.0009607617,0.01242912,0.0009187695,0.002853689,0.00001946707,0.0003532004,0.00008664394,0.00003494502,0.00019193,0.9758153,0.001489988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4538737,0.06793735,0.0002696596,0.1527003,0.2890288,0.02082621,0.01139604,0.001140278,0.002827706],"genre_scores_gemma":[0.4550471,0.04868187,0.001793217,0.09833006,0.1209411,0.03668578,0.209187,0.004176605,0.02515732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.197791,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158155037","doi":"10.1111/j.1535-7511.2009.01316.x","title":"Vigabatrin's Complicated Journey—To be or Not to Be?","year":2009,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vigabatrin; Pediatrics; Medicine; Epilepsy; Visual field; Anesthesia; Anticonvulsant; Ophthalmology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.1363563480696364,"gpt":0.3996497431606948,"spread":0.2632933950910584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009362195,0.002986278,0.004106197,0.002765752,0.0007190874,0.0004848383,0.00251825,0.001893187,0.004530493],"category_scores_gemma":[0.0013259,0.002468243,0.001599859,0.003050302,0.0003357952,0.0003723037,0.001058766,0.007980168,0.009486122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001905018,"about_ca_system_score_gemma":0.001359442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001816109,"about_ca_topic_score_gemma":0.00006164079,"domain_scores_codex":[0.982315,0.0007307698,0.002802663,0.0041102,0.005346727,0.004694652],"domain_scores_gemma":[0.9888959,0.0006410709,0.0007890468,0.00412352,0.001285208,0.004265255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00271448,0.002756231,0.007969549,0.0008685248,0.001016157,0.003085823,0.000516683,0.000007845843,0.0001629178,0.00001736089,0.9421252,0.03875921],"study_design_scores_gemma":[0.007424839,0.00510954,0.01808688,0.002539759,0.0009888147,0.0004567621,0.0000790195,0.00006252546,0.0007107235,0.00005664263,0.9621943,0.002290225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04766776,0.001112762,0.0003266492,0.9217898,0.006819503,0.01160093,0.00531494,0.001141406,0.00422627],"genre_scores_gemma":[0.03464091,0.001631125,0.002241428,0.9053653,0.01296366,0.001726428,0.01663291,0.0008876147,0.02391061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03646898,"threshold_uncertainty_score":0.9994026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1807063735","doi":"10.1111/j.1535-7511.2009.01346.x","title":"Benign EEG Patterns: Is there More to Learn?","year":2010,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electroencephalography; Clinical neurophysiology; Medicine; Subclinical infection; Audiology; Epilepsy; Pediatrics; Psychiatry; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03509317877033521,"gpt":0.340149554641685,"spread":0.3050563758713498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006619791,0.002661409,0.003060653,0.001552984,0.0005871529,0.0004035186,0.002071734,0.003940464,0.01244002],"category_scores_gemma":[0.0005342446,0.002305145,0.001774253,0.001152246,0.0004343613,0.0003861552,0.0009964933,0.017704,0.0137639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007882132,"about_ca_system_score_gemma":0.0008687937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003752096,"about_ca_topic_score_gemma":0.0000481339,"domain_scores_codex":[0.9853682,0.0004934177,0.002008677,0.0038015,0.004534412,0.003793814],"domain_scores_gemma":[0.9913676,0.0003738496,0.000711969,0.004417965,0.0009339034,0.00219474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002574118,0.001346644,0.2233875,0.001376294,0.0008760372,0.001556622,0.0005398594,8.848614e-7,0.00005266929,0.000005853999,0.727352,0.04324824],"study_design_scores_gemma":[0.004826696,0.001571502,0.05716525,0.003101491,0.0008404524,0.000190968,0.0001144574,0.00005984466,0.000421684,0.0001278102,0.9296734,0.00190646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2447805,0.006432214,0.0002742815,0.705592,0.01614165,0.01068415,0.008015143,0.001178706,0.006901365],"genre_scores_gemma":[0.1634282,0.005722656,0.001358725,0.7253119,0.02607519,0.003862682,0.02612503,0.001959205,0.04615638],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2023214,"threshold_uncertainty_score":0.998612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1902307959","doi":"10.1111/j.1535-7511.2008.00262.x","title":"You've Come a Long Way, Baby: Or Have You?","year":2008,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Pediatrics; Cerebral palsy; Epilepsy; Neonatal seizure; Population; Cohort; Encephalopathy; Psychiatry; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.0454353620696994,"gpt":0.3058139411630266,"spread":0.2603785790933272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0005419516,0.002794774,0.004078971,0.001464357,0.000640984,0.0001455041,0.001906309,0.003180892,0.004383185],"category_scores_gemma":[0.0007757042,0.002320195,0.001810092,0.001072132,0.001384887,0.0005053567,0.001140423,0.009924917,0.00698088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057238,"about_ca_system_score_gemma":0.0007182861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008243112,"about_ca_topic_score_gemma":0.00001752062,"domain_scores_codex":[0.9868086,0.0006357078,0.002697654,0.003618833,0.002918476,0.003320727],"domain_scores_gemma":[0.9933907,0.000522996,0.001256535,0.003078533,0.0006408475,0.001110411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008515096,0.001264788,0.0437814,0.002134106,0.0006284358,0.01456344,0.0006625714,0.000001189755,0.00003072721,0.000009001811,0.8824724,0.05360044],"study_design_scores_gemma":[0.007760158,0.001387537,0.01144322,0.0025135,0.0009650968,0.006214312,0.0000895653,0.0001278061,0.0001200519,0.0001699178,0.9666986,0.002510275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1384362,0.05681248,0.002040903,0.5690858,0.1313529,0.0259516,0.01917162,0.005874396,0.05127404],"genre_scores_gemma":[0.05219771,0.01457913,0.001480175,0.6320391,0.05370098,0.002121498,0.05502582,0.002360713,0.1864949],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1352209,"threshold_uncertainty_score":0.9984785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380681858","doi":"10.1177/15357597231175009","title":"Is There a Continuum Between Acute Symptomatic Seizures Secondary to Autoimmune Encephalitis and Autoimmune-Associated Epilepsy?","year":2023,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Autoimmune encephalitis; Medicine; Epilepsy; Encephalitis; Immunology; Psychiatry; Virus","retraction":null,"screen_n_in":null,"score":{"opus":0.02716872351319872,"gpt":0.3090157162045711,"spread":0.2818469926913724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006483904,0.001258346,0.002281412,0.000734255,0.0007171856,0.0002091952,0.0007641217,0.0005793997,0.001465984],"category_scores_gemma":[0.0005258519,0.001107381,0.000680403,0.002023552,0.0004031029,0.0004209083,0.0008717809,0.001303113,0.002355716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181358,"about_ca_system_score_gemma":0.0002297573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000146985,"about_ca_topic_score_gemma":0.000009859937,"domain_scores_codex":[0.9927202,0.0004578649,0.001765331,0.001814858,0.001278724,0.00196303],"domain_scores_gemma":[0.9965073,0.0004718969,0.0005932181,0.001329871,0.0002723009,0.0008254506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002865084,0.001476316,0.8535187,0.0003619803,0.002069364,0.0004510981,0.001984873,0.000003602504,0.0005453953,0.00005166394,0.04200668,0.09724388],"study_design_scores_gemma":[0.007741051,0.001552453,0.9691449,0.001137555,0.0009756578,0.00006817061,0.0002080627,0.0005168573,0.0001742322,0.001010596,0.01650902,0.0009614184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984388,0.004003598,0.00007498187,0.002673212,0.00200106,0.002568651,0.00141689,0.001341632,0.001531992],"genre_scores_gemma":[0.989861,0.00192942,0.00009618313,0.001208572,0.0001497961,0.0004724686,0.001927915,0.0001903869,0.004164307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156263,"threshold_uncertainty_score":0.9994468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385953703","doi":"10.1177/15357597231187227","title":"Highlights From the Annual Meeting of the American Epilepsy Society 2022","year":2023,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Western University; University of Calgary; McGill University; BC Children's Hospital; University of Toronto; Montreal Neurological Institute and Hospital; University of Ottawa; Toronto Western Hospital","funders":"Epilepsy Society","keywords":"Session (web analytics); Medicine; Epilepsy; Reimbursement; Medical education; Health care; Psychiatry; World Wide Web; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02606537302565221,"gpt":0.3182914190000982,"spread":0.292226045974446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001176144,0.0007884023,0.001254359,0.0001990167,0.0008863182,0.00008411185,0.001493394,0.0001750138,0.0004319464],"category_scores_gemma":[0.0007265473,0.0004618733,0.001414655,0.003224455,0.001292934,0.0002653141,0.001047439,0.001361426,0.0009478737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032756,"about_ca_system_score_gemma":0.0004497906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008767219,"about_ca_topic_score_gemma":0.00009336671,"domain_scores_codex":[0.992565,0.0007244052,0.001269331,0.001265863,0.002574609,0.00160078],"domain_scores_gemma":[0.9946445,0.001190412,0.0008575406,0.00218613,0.0005192328,0.0006021858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003161047,0.0009964593,0.7969263,0.0001136031,0.0007709025,0.00002514334,0.001816652,0.00001845458,0.000974105,0.0002105157,0.1682926,0.02953911],"study_design_scores_gemma":[0.004096432,0.0005938555,0.9232713,0.0009203411,0.0004901856,0.00001638636,0.002467163,0.0008604308,0.003329206,0.0005751895,0.06282566,0.0005538353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982552,0.002076705,0.00003670004,0.006618193,0.003209244,0.001873425,0.002041696,0.0003452862,0.001246786],"genre_scores_gemma":[0.9920966,0.003729102,0.0002394514,0.0005439935,0.001184774,0.0003042667,0.0008635324,0.0001278162,0.000910468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.126345,"threshold_uncertainty_score":0.99983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135573068","doi":"10.1177/1535759721998329","title":"WITHDRAWN–How to Help Your Patients Enroll in the New-Onset Refractory Status Epilepticus (NORSE) and Febrile Infection-Related Epilepsy Syndrome (FIRES) Family Registry, and Other Rare Epilepsy Registries","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Epilepsy; Status epilepticus; Medicine; Pediatrics; Refractory (planetary science); Epilepsy syndromes; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.02634788743623251,"gpt":0.3000548778062832,"spread":0.2737069903700507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001138714,0.001535986,0.00195893,0.0009317722,0.0007713879,0.0006549501,0.0006407294,0.0006541417,0.0004194921],"category_scores_gemma":[0.002601756,0.001270381,0.000475686,0.002291769,0.0007687191,0.0007702366,0.0006681359,0.00217688,0.0003475735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006999341,"about_ca_system_score_gemma":0.001176688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653577,"about_ca_topic_score_gemma":0.0005533776,"domain_scores_codex":[0.9894824,0.001332536,0.001769679,0.002620927,0.002270387,0.002524048],"domain_scores_gemma":[0.9932853,0.0007606112,0.0006946687,0.002345296,0.0006552652,0.002258869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009231371,0.002867399,0.9161822,0.0004244186,0.0004526321,0.0006035161,0.002412084,0.000009170551,0.000103577,0.00009858468,0.04929727,0.02662603],"study_design_scores_gemma":[0.01207511,0.002436657,0.8926372,0.001607246,0.0003693158,0.0007115955,0.00150467,0.00008685363,0.0001112437,0.0004805221,0.08683895,0.001140642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812241,0.007745632,0.00007528852,0.002539696,0.001996316,0.003486511,0.001192693,0.0002459624,0.00149387],"genre_scores_gemma":[0.9892286,0.004063108,0.0003743907,0.001021393,0.0003425085,0.0005024599,0.001565869,0.0002199613,0.00268171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03754167,"threshold_uncertainty_score":0.9997389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406128119","doi":"10.1177/15357597241306231","title":"Do We Practice What We Preach? Examining Barriers to Timely Epilepsy Surgery Referrals","year":2025,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epilepsy; Epilepsy surgery; Medicine; Clinical Practice; Psychology; Nursing; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.0766779411544417,"gpt":0.3834237289584209,"spread":0.3067457878039792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002861038,0.001599415,0.002456976,0.002297274,0.0008788323,0.0008509398,0.001101302,0.0006065923,0.002913037],"category_scores_gemma":[0.008772193,0.001483976,0.000902408,0.003240224,0.000409712,0.002504925,0.0008841873,0.002075453,0.003527024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190789,"about_ca_system_score_gemma":0.002116809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008840478,"about_ca_topic_score_gemma":0.00001561832,"domain_scores_codex":[0.9877307,0.001302822,0.00237785,0.002900887,0.002710756,0.002977024],"domain_scores_gemma":[0.9887202,0.002862153,0.0006569236,0.002864599,0.00108215,0.003813937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002412797,0.002681236,0.4030249,0.00100713,0.001393058,0.0003602303,0.001678796,0.00002032261,0.0003117176,0.0004483932,0.1998705,0.3867909],"study_design_scores_gemma":[0.008958948,0.002015518,0.07142982,0.0197198,0.001691189,0.0002239791,0.006534193,0.0002880804,0.002577451,0.001031635,0.8832273,0.002302035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7455035,0.1279557,0.001031181,0.05488463,0.02652847,0.01218584,0.0007117011,0.00196545,0.02923345],"genre_scores_gemma":[0.9271211,0.05765545,0.001732702,0.002684934,0.0010556,0.001558741,0.0007507606,0.0002821854,0.007158513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6833569,"threshold_uncertainty_score":0.9996754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396871972","doi":"10.1177/15357597241253414","title":"Are We Doing Enough to Prevent SUDEP?","year":2024,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Psychology; Computer science; Data science","retraction":null,"screen_n_in":null,"score":{"opus":0.03159553026647512,"gpt":0.3035106005025319,"spread":0.2719150702360568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006538377,0.001880861,0.002930856,0.001296794,0.0002516053,0.0003758992,0.001154226,0.0013669,0.001495326],"category_scores_gemma":[0.0002111781,0.001817527,0.002993261,0.001175658,0.0001913725,0.0002671392,0.0009198697,0.005461012,0.0132693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000936035,"about_ca_system_score_gemma":0.000563785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005618922,"about_ca_topic_score_gemma":0.00001299057,"domain_scores_codex":[0.990543,0.000336415,0.001780072,0.002977473,0.002251678,0.002111332],"domain_scores_gemma":[0.995443,0.0001471009,0.0006803448,0.002700255,0.000278963,0.0007503612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005856767,0.0006635868,0.001202158,0.003429852,0.001690995,0.001403261,0.0004324169,0.00003193202,0.00001062348,0.00001236168,0.9037736,0.08729063],"study_design_scores_gemma":[0.00164807,0.0002217841,0.0006140089,0.01001114,0.00203403,0.0002280719,0.0001460574,0.00006885271,0.00009493814,0.0001048817,0.9831548,0.00167341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007429264,0.06379237,0.0005643336,0.8577204,0.04610008,0.007295247,0.002268966,0.001528186,0.01330113],"genre_scores_gemma":[0.03155346,0.01697018,0.001484142,0.8040989,0.05803102,0.003230405,0.01152168,0.002808383,0.07030182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08561722,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4282841736","doi":"10.1177/15357597221096017","title":"Time Is Brain: The Importance of an Accurate <i>SCN1A</i> Prediction Score in the Era of Precision Medicine","year":2022,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Precision medicine; Data science; Medical physics; Computer science; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.01973398443582719,"gpt":0.2816483017425014,"spread":0.2619143173066742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001064029,0.0006451262,0.0007549986,0.0001688362,0.0002148734,0.00002982116,0.002133759,0.0004919368,0.0007549658],"category_scores_gemma":[0.0003066913,0.0004212008,0.0004097391,0.0004968413,0.00053459,0.00002392564,0.0004805251,0.001716484,0.00001273906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005088365,"about_ca_system_score_gemma":0.0002492814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004669181,"about_ca_topic_score_gemma":0.00001340977,"domain_scores_codex":[0.9950227,0.0007785585,0.001383098,0.001075812,0.001162017,0.0005778823],"domain_scores_gemma":[0.9963852,0.0001856619,0.001176454,0.001928616,0.0002288563,0.00009526265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00023418,0.0004544869,0.01315445,0.0002696891,0.0001345936,0.00002495083,0.0006711243,0.0000821096,0.001302743,0.000003805224,0.9787882,0.004879687],"study_design_scores_gemma":[0.002298553,0.001731194,0.01483082,0.0006621838,0.0002914424,0.00006256341,0.0003378096,0.0004836875,0.0009163819,0.0003297308,0.9773467,0.0007089938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959862,0.0110547,0.0000248878,0.08018693,0.003564726,0.002274069,0.006385649,0.00002399616,0.0004988543],"genre_scores_gemma":[0.7104066,0.006843315,0.00004360293,0.2228258,0.008276994,0.0008039679,0.04953883,0.0003396004,0.000921299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1855796,"threshold_uncertainty_score":0.999824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310991576","doi":"10.1177/15357597221137409","title":"Genetic Mechanisms Behind Severe Psychotic Reactions to Levetiracetam","year":2022,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Levetiracetam; Medicine; Psychiatry; Epilepsy","retraction":null,"screen_n_in":null,"score":{"opus":0.04670058421595262,"gpt":0.3334905409310888,"spread":0.2867899567151361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007145062,0.002228822,0.002569058,0.002100529,0.001102152,0.0002920027,0.001740746,0.001325233,0.0235531],"category_scores_gemma":[0.000506257,0.00221312,0.001570924,0.001500351,0.0002531422,0.0003061095,0.0009903748,0.009178071,0.008771311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043341,"about_ca_system_score_gemma":0.001067409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002336454,"about_ca_topic_score_gemma":0.00002508299,"domain_scores_codex":[0.9850476,0.0009493025,0.002243377,0.003619324,0.00477,0.003370343],"domain_scores_gemma":[0.9925197,0.0004369307,0.0007951338,0.003776329,0.0005564395,0.001915458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005153084,0.00248217,0.01192678,0.001277521,0.00124231,0.003200695,0.0004561491,0.00004132552,0.00007763378,0.0000258692,0.9590397,0.01971455],"study_design_scores_gemma":[0.005154522,0.003351182,0.01119928,0.001308083,0.00132315,0.001499593,0.0001145943,0.0001015192,0.00005810047,0.001018049,0.9729311,0.001940818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07231588,0.008828255,0.003422735,0.7882785,0.05930479,0.02981054,0.01323964,0.002926907,0.02187274],"genre_scores_gemma":[0.1154162,0.008036702,0.01682606,0.6179848,0.03105647,0.01747484,0.04365681,0.003560892,0.1459872],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1702937,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105018375","doi":"10.1177/1535759720973681","title":"Getting Physical: A Specific Boost for Cognition in Epilepsy?","year":2020,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epilepsy; Cognition; Neuroscience; Cognitive psychology; Cognitive science; Medicine; Psychology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.06121854639480184,"gpt":0.3420570497538681,"spread":0.2808385033590663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005538301,0.002150666,0.003389689,0.001343969,0.0004413197,0.0002845011,0.001045824,0.001186825,0.0006237563],"category_scores_gemma":[0.0008432503,0.002083414,0.001852376,0.001343477,0.0004963712,0.0004705556,0.0004476652,0.006962122,0.002567982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077578,"about_ca_system_score_gemma":0.0006784315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003943807,"about_ca_topic_score_gemma":0.000009194021,"domain_scores_codex":[0.9879171,0.0005810456,0.002167781,0.003440257,0.002644459,0.003249402],"domain_scores_gemma":[0.9944646,0.001166566,0.0009304977,0.001706398,0.000634568,0.001097342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001160391,0.002842387,0.02854747,0.003314508,0.0006835288,0.001737764,0.0004827772,0.000002732217,0.0002536576,0.00003943056,0.9114155,0.0495199],"study_design_scores_gemma":[0.01622929,0.002462815,0.006928036,0.005059764,0.001007615,0.0001097273,0.0001197124,0.001413325,0.0006358981,0.002393251,0.96145,0.002190595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07648991,0.01460428,0.001574592,0.8254857,0.01725363,0.03676871,0.01383555,0.002224766,0.01176289],"genre_scores_gemma":[0.3817059,0.009261225,0.003752582,0.3868098,0.07774158,0.01438148,0.119192,0.002755639,0.004399762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4386759,"threshold_uncertainty_score":0.9991234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381158017","doi":"10.1177/15357597231164276","title":"Somatic Variants and Surgical Epilepsies: Search and You Will Find","year":2023,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Somatic cell; MEDLINE; Bioinformatics; Information retrieval; Computational biology; Data science; Genetics; Gene; Biology; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.04544967383011192,"gpt":0.3335997319351404,"spread":0.2881500581050285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001281918,0.002019217,0.003037426,0.001545879,0.0006884543,0.0004566848,0.0007754431,0.001864017,0.001228658],"category_scores_gemma":[0.000712242,0.001756644,0.000678952,0.001190981,0.001196082,0.0005770995,0.001235682,0.00646334,0.00201883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004746388,"about_ca_system_score_gemma":0.0006911363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002156069,"about_ca_topic_score_gemma":0.0000126621,"domain_scores_codex":[0.9875295,0.0009193707,0.001873918,0.003179095,0.003276549,0.003221639],"domain_scores_gemma":[0.9940364,0.001379374,0.0004072213,0.002006843,0.0004637332,0.001706386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004158268,0.001291487,0.3041089,0.006212268,0.001765417,0.007079676,0.0006305982,0.000001926182,0.00002112805,0.00005242168,0.6316984,0.04672199],"study_design_scores_gemma":[0.02280708,0.003560918,0.2412362,0.00938103,0.002248817,0.002340084,0.0003020753,0.002317649,0.00007564101,0.001286895,0.7108161,0.003627448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6932894,0.01910781,0.0000531164,0.2612212,0.008386747,0.008999099,0.004521078,0.001427786,0.002993811],"genre_scores_gemma":[0.5072795,0.1445437,0.002438455,0.1106949,0.05604276,0.006200576,0.05960793,0.005273162,0.107919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860099,"threshold_uncertainty_score":0.9996843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312744860","doi":"10.1111/j.1535-7597.2002.t01-1-00050.x","title":"A Gene for JME at Last: The α1 GABA Receptor Subunit","year":2002,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Juvenile myoclonic epilepsy; Epilepsy; Idiopathic generalized epilepsy; Receptor; Mutation; Protein subunit; Mutant; Inhibitory postsynaptic potential; Medicine; Genetics; Molecular biology; Neuroscience; Internal medicine; Gene; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.1290723816597002,"gpt":0.3546529481848601,"spread":0.2255805665251599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007079415,0.0007124455,0.0005855468,0.0003838924,0.002061929,0.0002458151,0.002671772,0.0001827497,0.003438414],"category_scores_gemma":[0.001815145,0.0005512002,0.0004681161,0.001570646,0.001161118,0.0006349506,0.0009174551,0.00110881,0.006573345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198473,"about_ca_system_score_gemma":0.00007475998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003211816,"about_ca_topic_score_gemma":0.000005144789,"domain_scores_codex":[0.9927131,0.0009096473,0.0008608319,0.001962041,0.001474981,0.002079416],"domain_scores_gemma":[0.9961057,0.001507011,0.0003579529,0.001215939,0.000179794,0.0006335558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003332118,0.001845839,0.01557357,0.0001090317,0.00002404025,0.00004930586,0.0006202658,0.00003035167,0.6935306,0.0002425616,0.2582462,0.0293951],"study_design_scores_gemma":[0.003297548,0.0006545125,0.001250945,0.00005844471,0.00006062872,0.0001159091,0.00002991832,0.005037806,0.5172766,0.0001629721,0.471248,0.0008066531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813703,0.0006615379,0.00008687536,0.002404452,0.01045453,0.002594194,0.0008228955,0.0003203091,0.001284864],"genre_scores_gemma":[0.9835802,0.002695887,0.00003875037,0.002579475,0.0009596758,0.0009215244,0.00002685539,0.0001404574,0.009057133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2130018,"threshold_uncertainty_score":0.9996939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116681077","doi":"10.1177/15357597251406694","title":"Annual Course / From Then to Now: The Evolving Spectrum of Epilepsy Care","year":2025,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Wellcome Trust","keywords":"Epilepsy; Perspective (graphical); Patient care; Broad spectrum; Course (navigation); Health care","retraction":null,"screen_n_in":null,"score":{"opus":0.01495373185857541,"gpt":0.3300731433922272,"spread":0.3151194115336517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005862153,0.0008910727,0.00140139,0.000589234,0.0004857683,0.00008753187,0.00128552,0.0002821117,0.001276753],"category_scores_gemma":[0.0006062841,0.0006523631,0.0007305047,0.001604789,0.0004572818,0.0003028705,0.0007594268,0.001151188,0.001069009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005437844,"about_ca_system_score_gemma":0.0008978065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005428747,"about_ca_topic_score_gemma":0.0002134509,"domain_scores_codex":[0.9935513,0.0004255979,0.001356598,0.001434786,0.001699456,0.00153227],"domain_scores_gemma":[0.9950594,0.0006232221,0.0003534607,0.002302191,0.0008085515,0.0008531422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008591905,0.002275154,0.8572046,0.0003777915,0.0009895536,0.00005623778,0.00331044,0.00002861816,0.0003166433,0.000421124,0.08481387,0.04934679],"study_design_scores_gemma":[0.00765908,0.00137763,0.9104502,0.002815616,0.001098176,0.00001417228,0.004893516,0.0003532002,0.004626571,0.001270036,0.06464749,0.0007943064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474831,0.01962771,0.0008094254,0.007051962,0.005626966,0.004618759,0.004889368,0.0003106822,0.009582081],"genre_scores_gemma":[0.9948469,0.0007959662,0.0005147476,0.0004843262,0.0006525342,0.0003669852,0.0007818977,0.00009309529,0.001463521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05324563,"threshold_uncertainty_score":0.9997088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408038697","doi":"10.1177/15357597241311149","title":"Driving Into the Unknown: ASM Reductions After Intracranial EEG","year":2025,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Electroencephalography; Audiology; Computer science; Psychology; Medicine; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.01289640256250381,"gpt":0.3267872687593494,"spread":0.3138908661968456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006867863,0.0007498572,0.0008600315,0.0006265664,0.0008633847,0.0002079722,0.0007072852,0.0002753778,0.001137961],"category_scores_gemma":[0.0007096544,0.0005404267,0.0006230782,0.001590691,0.0006483051,0.0003786866,0.000499617,0.001583043,0.0007382147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005906708,"about_ca_system_score_gemma":0.000618999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073113,"about_ca_topic_score_gemma":0.000102789,"domain_scores_codex":[0.994904,0.0003856026,0.001058617,0.001237544,0.001053401,0.001360855],"domain_scores_gemma":[0.9967445,0.0003142292,0.0001964695,0.001631896,0.0004383988,0.0006744775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009926866,0.004037182,0.6082108,0.0003817795,0.00113765,0.0001501405,0.001329063,0.0000125623,0.0006765032,0.00199905,0.05665383,0.3244187],"study_design_scores_gemma":[0.009155734,0.0008764481,0.5533506,0.002484521,0.001199908,0.0001382842,0.0005953486,0.001134039,0.001356592,0.003702062,0.4249618,0.001044622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566944,0.007065396,0.0008836947,0.01365813,0.008707714,0.002696591,0.00007742428,0.0004061179,0.009810506],"genre_scores_gemma":[0.9898533,0.001742238,0.0006985583,0.0004674739,0.0008955481,0.0009166718,0.0002707496,0.00007636981,0.005079141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.368308,"threshold_uncertainty_score":0.9997751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399649679","doi":"10.1177/15357597241256616","title":"The Crossroads Between Alzheimer's Disease Pathophysiology and Epilepsy","year":2024,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Epilepsy; Pathophysiology; Disease; Neuroscience; Medicine; Psychology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03498092425267534,"gpt":0.3500315649469758,"spread":0.3150506406943005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008408977,0.0009000796,0.0009767369,0.0003775948,0.001026596,0.0005126838,0.0005761923,0.0002553069,0.0003211972],"category_scores_gemma":[0.0004302746,0.0006085433,0.0005997707,0.0008198294,0.001129243,0.0004144242,0.0005343352,0.001411582,0.001525338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077429,"about_ca_system_score_gemma":0.0005611826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004548501,"about_ca_topic_score_gemma":0.000007140893,"domain_scores_codex":[0.9938275,0.0004324645,0.001055908,0.00166648,0.001231227,0.001786443],"domain_scores_gemma":[0.9953319,0.0009964894,0.0001586903,0.001376647,0.0002385673,0.001897658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005217923,0.0005368026,0.5987996,0.0003281954,0.0009325832,0.0003310546,0.0002005055,0.000001666457,0.00008282214,0.001241141,0.01975414,0.3772697],"study_design_scores_gemma":[0.003532988,0.001177069,0.8035716,0.001247606,0.001600949,0.00005955981,0.0001121382,0.001536044,0.0002305981,0.007457132,0.1785586,0.0009156622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8419084,0.1418922,0.0001852047,0.005098253,0.005073272,0.00275346,0.0009487875,0.0007090606,0.001431386],"genre_scores_gemma":[0.9827552,0.01289831,0.0001152259,0.0001957552,0.001693891,0.0005158326,0.0008419566,0.0001482146,0.0008355467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3763541,"threshold_uncertainty_score":0.9996366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409136392","doi":"10.1177/15357597251324016","title":"Out with prolactin, in with neurofilament light and glial fibrillary acidic protein","year":2025,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Epilepsy; Glial fibrillary acidic protein; Cohort; Psychogenic disease; Internal medicine; Medicine; Traumatic brain injury; Gastroenterology; Cerebrospinal fluid; Pathology; Psychology; Endocrinology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.01864414777963599,"gpt":0.2849225717834886,"spread":0.2662784240038527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004113524,0.001903711,0.002407752,0.001410868,0.0003002586,0.0002615889,0.0006204646,0.001029595,0.0002628477],"category_scores_gemma":[0.0001933289,0.001377469,0.0003341643,0.001011014,0.0005256066,0.0003845742,0.0004774674,0.005584085,0.0002237948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000732036,"about_ca_system_score_gemma":0.001305184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001157459,"about_ca_topic_score_gemma":0.0001053328,"domain_scores_codex":[0.9904816,0.0005619499,0.001308976,0.002764494,0.002588148,0.002294804],"domain_scores_gemma":[0.9962798,0.0001915691,0.0005958761,0.00177835,0.0004066871,0.0007477662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007369882,0.002322083,0.4280397,0.006700463,0.001312186,0.007660246,0.0004787923,0.000002294714,0.0001433469,0.00001833465,0.5221601,0.02379254],"study_design_scores_gemma":[0.02406441,0.008756639,0.03833291,0.02013015,0.001273465,0.0006195578,0.0001317393,0.0001016146,0.002141637,0.00009259611,0.9019052,0.002450102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4461983,0.0100747,0.0001348081,0.5020009,0.003390562,0.02599937,0.001101421,0.0008348918,0.01026497],"genre_scores_gemma":[0.7456015,0.007573049,0.003265174,0.1571838,0.0153992,0.01232185,0.01802159,0.002124444,0.0385094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3897068,"threshold_uncertainty_score":0.9993707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207243316","doi":"10.1177/15357597211051940","title":"How Epileptic Spikes Impair Memory","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Epilepsy; Neuroscience; MEDLINE; Cognitive psychology; Psychiatry; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.0717843359597088,"gpt":0.3453355428269363,"spread":0.2735512068672275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005850491,0.0008410501,0.0008782974,0.0005304219,0.0009813157,0.0006846577,0.001988282,0.0002376091,0.001560146],"category_scores_gemma":[0.003490997,0.0008383146,0.0005442805,0.002449464,0.001067747,0.001466097,0.001095592,0.001732715,0.002497828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001586569,"about_ca_system_score_gemma":0.0004580682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004367586,"about_ca_topic_score_gemma":0.000002985689,"domain_scores_codex":[0.9909354,0.001359973,0.000853618,0.002801299,0.00179909,0.002250607],"domain_scores_gemma":[0.9961284,0.0007338651,0.000355574,0.001505058,0.0002772858,0.0009998635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001181681,0.002207053,0.02663935,0.0002026187,0.00001890101,0.001556597,0.0002801456,0.00002241777,0.9117361,0.0006815993,0.0278928,0.02864426],"study_design_scores_gemma":[0.00290718,0.0003896312,0.004388298,0.0001387573,0.0000627369,0.0004815235,0.0001685648,0.001171081,0.9249212,0.0008159593,0.06342103,0.001134109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761288,0.001146333,0.0002495528,0.003505561,0.01381164,0.0009705431,0.0002424006,0.0005673433,0.003377799],"genre_scores_gemma":[0.9868503,0.00167358,0.00004878687,0.002161561,0.0007586294,0.0001924543,0.00002478043,0.0001224594,0.008167501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03552822,"threshold_uncertainty_score":0.9994068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389682593","doi":"10.1177/15357597231217652","title":"Beyond Seizures: The Usefulness of EEG in Septic Patients","year":2023,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Electroencephalography; Epilepsy; Psychology; Medicine; Intensive care medicine; Audiology; Neuroscience","retraction":null,"screen_n_in":null,"score":{"opus":0.04467923901570922,"gpt":0.3134629167257048,"spread":0.2687836777099956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0009804636,0.001561861,0.00251329,0.001602669,0.0002889176,0.0001122176,0.001608366,0.001325417,0.0008314278],"category_scores_gemma":[0.001059702,0.001132249,0.001148345,0.002295034,0.0007618254,0.0002777494,0.0007564737,0.006100981,0.002284175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000769956,"about_ca_system_score_gemma":0.0007802671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002763874,"about_ca_topic_score_gemma":0.00007771759,"domain_scores_codex":[0.9885656,0.0009062442,0.002357971,0.001946343,0.003781107,0.00244275],"domain_scores_gemma":[0.9939644,0.001136474,0.0009678866,0.00267232,0.0007389944,0.0005198929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002133907,0.001698407,0.362395,0.001813993,0.0005496082,0.0005999135,0.0004428472,0.000005846667,0.000003233455,0.00001800237,0.6202741,0.01198564],"study_design_scores_gemma":[0.01701381,0.002291887,0.5033455,0.007063065,0.001332757,0.00006828869,0.0002700439,0.000295717,0.0001496304,0.001353652,0.4648155,0.002000168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7725854,0.004935829,0.00003514943,0.1724987,0.0214968,0.01478538,0.00601195,0.0007899996,0.006860802],"genre_scores_gemma":[0.8513537,0.004861531,0.0001627677,0.08445235,0.007831224,0.004200421,0.03207317,0.001509997,0.01355484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554586,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408925216","doi":"10.1177/15357597251324024","title":"Comprehensive Epilepsy Care: The Key to Cutting Costs and Seizing Better Outcomes","year":2025,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Key (lock); Epilepsy; Business; Medicine; Risk analysis (engineering); Computer science; Psychiatry; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.03355770704009903,"gpt":0.3355273507421032,"spread":0.3019696437020042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0005499806,0.002424395,0.003189457,0.001365463,0.001228732,0.0005552127,0.001516652,0.001339151,0.0003860185],"category_scores_gemma":[0.0008311616,0.00177186,0.001222911,0.001339278,0.0006667568,0.0003235233,0.001751197,0.007280683,0.001197809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461024,"about_ca_system_score_gemma":0.0007474495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003769443,"about_ca_topic_score_gemma":0.00002772826,"domain_scores_codex":[0.9877205,0.001003029,0.002025209,0.00309921,0.003013444,0.003138633],"domain_scores_gemma":[0.9920937,0.001904069,0.0006655053,0.003007577,0.001186393,0.001142716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001613503,0.0003011426,0.3172603,0.001824746,0.001137807,0.0005698877,0.0009695492,0.000002004415,0.00001129288,0.00001588517,0.5932489,0.08449711],"study_design_scores_gemma":[0.004940052,0.0007203704,0.08126865,0.004125164,0.00127346,0.0001246094,0.0005279102,0.00007604642,0.00008772283,0.00007090811,0.9053717,0.001413473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1212611,0.02389949,0.0002075598,0.8157616,0.01307896,0.01309051,0.003066315,0.0008441542,0.008790258],"genre_scores_gemma":[0.1257769,0.004437109,0.002257442,0.8324521,0.0107355,0.003326339,0.01070127,0.0008120088,0.009501394],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3121227,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393149174","doi":"10.1177/15357597241237349","title":"Rapid Whole Genome Sequencing: It Is Feasible! When Can We Implement It?","year":2024,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computational biology; Genome; Whole genome sequencing; Computer science; DNA sequencing; Biology; Genetics; DNA; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.04114554295854134,"gpt":0.3039020113120471,"spread":0.2627564683535058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004017786,0.0008045461,0.0005351499,0.0002939336,0.0003413493,0.0003435048,0.0009696099,0.0002863017,0.001765802],"category_scores_gemma":[0.00006762229,0.000779679,0.0006214544,0.0003477645,0.0001427107,0.0000308111,0.0006178344,0.0004463204,0.0007778732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002625036,"about_ca_system_score_gemma":0.0007444889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000627652,"about_ca_topic_score_gemma":0.00006280428,"domain_scores_codex":[0.9953468,0.0001623468,0.0009311376,0.00167267,0.0006551186,0.001231956],"domain_scores_gemma":[0.9977401,0.0000295425,0.0001944546,0.001176282,0.0002012163,0.0006583839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001612791,0.0007567404,0.00809978,0.0009568395,0.0009456019,0.0001267935,0.002764324,0.00006245999,0.07516126,0.0002350086,0.8337981,0.07693187],"study_design_scores_gemma":[0.001053837,0.0003552774,0.0007067693,0.0003202877,0.0001816705,0.00005116913,0.0006278919,0.0003210031,0.00457449,0.00065311,0.9901694,0.0009850666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8070053,0.1235037,0.00156904,0.02234728,0.01788791,0.003422902,0.0164794,0.0004522464,0.007332123],"genre_scores_gemma":[0.9754675,0.01071996,0.0002662202,0.00226295,0.001790501,0.0002337309,0.005386847,0.0001852625,0.003686998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684622,"threshold_uncertainty_score":0.9998245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312797974","doi":"10.1111/j.1535-7597.2002.t01-1-00027.x","title":"Temporal Lobe Epilepsy in Patients Older than 50 Years","year":2002,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Temporal lobe; Epilepsy; Epilepsy surgery; Anterior temporal lobectomy; Pediatrics; Lesion; Affect (linguistics); Surgery; Psychiatry; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.02891942386891822,"gpt":0.2962628875626915,"spread":0.2673434636937733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000578605,0.001090351,0.001495703,0.001173542,0.0002469076,0.0001426579,0.0007913215,0.0004495498,0.004934122],"category_scores_gemma":[0.0003901001,0.001037389,0.00069025,0.001493273,0.0003744699,0.0006544407,0.0004059187,0.001612892,0.005715635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007702155,"about_ca_system_score_gemma":0.0001530937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000236484,"about_ca_topic_score_gemma":0.00006322697,"domain_scores_codex":[0.9914556,0.0004177318,0.001631586,0.001822043,0.002322168,0.002350898],"domain_scores_gemma":[0.9959716,0.0001669574,0.0004002588,0.001655663,0.0003354106,0.001470112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003981098,0.008964443,0.890498,0.0002117524,0.0001990192,0.0001784135,0.0005677406,0.000004630678,0.00001458706,0.0000550014,0.02885387,0.07005447],"study_design_scores_gemma":[0.0171406,0.001456004,0.9529963,0.0009622923,0.000146205,0.00002523529,0.0001007726,0.0005802639,0.00009006048,0.0001393005,0.02546632,0.0008966068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855841,0.002651105,0.00004417719,0.0004787528,0.002768965,0.002863468,0.000314303,0.0003096257,0.004985437],"genre_scores_gemma":[0.9940795,0.001086418,0.0004144784,0.0002572737,0.0005322608,0.0003624115,0.001153139,0.0001836288,0.001930841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06915787,"threshold_uncertainty_score":0.9992076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076329215","doi":"10.1111/j.1535-7511.2006.00131.x","title":"Surveying the Population with Epilepsy: Ulcers, Allergies, and Other Medical Comorbidities","year":2006,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Epilepsy; Population; Comorbidity; Population health; Psychiatry; Pediatrics; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.03596095456273117,"gpt":0.3093086790091151,"spread":0.2733477244463839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001446755,0.001745447,0.002107559,0.0006933734,0.0008459524,0.0003711183,0.001017569,0.001481659,0.002093803],"category_scores_gemma":[0.0003965336,0.001128228,0.0005544845,0.0007512259,0.001239142,0.000329671,0.0004801244,0.005929837,0.0003961076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005937636,"about_ca_system_score_gemma":0.0007408468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919071,"about_ca_topic_score_gemma":0.0006438025,"domain_scores_codex":[0.988115,0.001230967,0.001572581,0.002047072,0.004839342,0.002195033],"domain_scores_gemma":[0.9950317,0.001064821,0.0007634271,0.00193681,0.0004012043,0.0008020367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001924885,0.0004081443,0.4957229,0.0006171291,0.000624877,0.0005007557,0.00009369213,0.000003360482,5.117205e-7,0.00004243631,0.4938595,0.007934129],"study_design_scores_gemma":[0.005879082,0.0008644938,0.3186924,0.003071989,0.000750081,0.0004606149,0.00008678812,0.0003269668,0.00001084529,0.0002729599,0.6683357,0.001248123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3850059,0.03018288,0.0005372315,0.5412524,0.01081642,0.0131227,0.005184476,0.001688134,0.01220988],"genre_scores_gemma":[0.6386929,0.008275975,0.0007906854,0.2553324,0.02509422,0.002852864,0.05047752,0.001900511,0.01658292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2859199,"threshold_uncertainty_score":0.9998146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317206777","doi":"10.1177/15357597221147121","title":"Communication Breakdown? The Perils and Opportunities of ASM Self-Discontinuation","year":2023,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Discontinuation; MEDLINE; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07856363890849717,"gpt":0.335996224514409,"spread":0.2574325856059119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001376055,0.0009243606,0.001438025,0.0007157093,0.0005490512,0.0001651263,0.0008673861,0.000738188,0.0003400065],"category_scores_gemma":[0.0004167185,0.0006768074,0.0005285804,0.0005460317,0.0007814468,0.0003160347,0.0006125168,0.003531406,0.0003140736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002745051,"about_ca_system_score_gemma":0.0005098489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000191638,"about_ca_topic_score_gemma":0.00001652539,"domain_scores_codex":[0.9934716,0.001105122,0.001403647,0.0010005,0.001937412,0.001081778],"domain_scores_gemma":[0.9949561,0.0009863959,0.0008906478,0.002214301,0.0006507867,0.0003017399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001353293,0.0009858409,0.03601756,0.001447213,0.001102269,0.0001256992,0.001398442,7.56188e-7,0.00001688025,0.0001269363,0.919,0.03964305],"study_design_scores_gemma":[0.004424398,0.001151604,0.05421064,0.00342377,0.001588633,0.0001386778,0.000696689,0.0004860698,0.0001337258,0.0004959884,0.9323174,0.000932448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1813288,0.032925,0.00006579102,0.7548842,0.00548475,0.01033602,0.003379783,0.001381494,0.01021415],"genre_scores_gemma":[0.5913407,0.1967385,0.001218201,0.1092961,0.009529688,0.004861448,0.05519464,0.001470334,0.03035033],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6455881,"threshold_uncertainty_score":0.9995683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416203419","doi":"10.1177/15357597251395592","title":"In the Quest for Answers: Exploring Circumstances Around Pediatric SUDEP","year":2025,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epilepsy; Pediatric epilepsy; Etiology; Cause of death; Retrospective cohort study; Sudden death; Epilepsy syndromes; Epilepsy in children","retraction":null,"screen_n_in":null,"score":{"opus":0.07672358779652698,"gpt":0.3757238568131779,"spread":0.2990002690166509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001195137,0.0006021563,0.0008278695,0.0008648186,0.0003881436,0.0001727987,0.0007710996,0.0001690242,0.000120311],"category_scores_gemma":[0.0006862438,0.0004541671,0.0004488716,0.001746372,0.0001851589,0.0006682384,0.000134949,0.000852007,0.0001871159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004232775,"about_ca_system_score_gemma":0.0004477717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009147008,"about_ca_topic_score_gemma":0.00008120332,"domain_scores_codex":[0.9952233,0.0002915827,0.0009849028,0.001112466,0.001025334,0.001362407],"domain_scores_gemma":[0.9973643,0.0008057713,0.0001941813,0.001050583,0.0002658662,0.0003192705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005352496,0.002829276,0.9466633,0.0009887739,0.0001750107,0.00007470859,0.0008203873,0.000009813307,0.00003121518,0.002903183,0.02139346,0.02357568],"study_design_scores_gemma":[0.02505323,0.002293559,0.6907966,0.002190246,0.001155242,0.00006175959,0.004096841,0.001036463,0.0007680648,0.00745245,0.2636065,0.001489101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662451,0.01289807,0.000852345,0.003489763,0.006007436,0.004673222,0.0002408138,0.0001729068,0.005420341],"genre_scores_gemma":[0.9890653,0.005113592,0.0002608458,0.0005164213,0.001243721,0.002753344,0.0003259402,0.00005425029,0.0006666245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2558666,"threshold_uncertainty_score":0.999791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}