{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4058,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":4058,"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","author_layer_release":"2026-06-26"},"query_hash":"6630ec3e8a1d","filters":{"topic":"Epilepsy research and treatment"}},"results":[{"id":"W1978437325","doi":"10.1111/epi.12550","title":"ILAE Official Report: A practical clinical definition of epilepsy","year":2014,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5908,"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":"Cilag","keywords":"Epilepsy; Concordance; Epilepsy syndromes; Pediatrics; Medicine; Idiopathic generalized epilepsy; Childhood absence epilepsy; Psychiatry; Psychology; Neuroscience; Internal medicine","authors":[{"name":"Robert S. Fisher","is_ca":false},{"name":"Carlos Alberto Acevedo","is_ca":false},{"name":"Alexis Arzimanoglou","is_ca":false},{"name":"Alicia Bogacz","is_ca":false},{"name":"J. Helen Cross","is_ca":false},{"name":"Christian E. Elger","is_ca":false},{"name":"Jerome Engel","is_ca":false},{"name":"Lars Forsgren","is_ca":false},{"name":"Jacqueline A. French","is_ca":false},{"name":"Mike Glynn","is_ca":false},{"name":"Dale C. Hesdorffer","is_ca":false},{"name":"B. I. Lee","is_ca":false},{"name":"Gary W. Mathern","is_ca":false},{"name":"Solomon L. Moshé","is_ca":false},{"name":"Emilio Perucca","is_ca":false},{"name":"Ingrid E. Scheffer","is_ca":false},{"name":"Torbjörn Tomson","is_ca":false},{"name":"Masako Watanabe","is_ca":false},{"name":"Samuel Wiebe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2004948106203849,"gpt":0.4887631488960919,"spread":0.288268338275707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00281623,0.001068599,0.001241929,0.006269983,0.0004960007,0.002239248,0.001874872,0.002227407,0.007463808],"category_scores_gemma":[0.005375849,0.0003640802,0.001032742,0.006144221,0.001585304,0.003154272,0.001806776,0.003098352,0.007197232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087362,"about_ca_system_score_gemma":0.005962546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004214523,"about_ca_topic_score_gemma":0.004375391,"domain_scores_codex":[0.9981046,0.0003734265,0.0005173692,0.0001538068,0.000711402,0.0001393837],"domain_scores_gemma":[0.9977834,0.0007958644,0.0003364127,0.00007920909,0.0009061599,0.00009913684],"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":[0.0000437923,0.00003422969,0.0002960176,0.01009228,0.00003647368,0.000329579,0.0002029951,0.0001169722,0.0003639052,0.01831038,0.6220463,0.3481271],"study_design_scores_gemma":[0.000007564969,0.000007604964,0.0003892087,0.003573156,0.00001696983,0.0007633891,0.00006464817,0.00001373194,0.00005759169,0.001111448,0.9939856,0.000009050024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001960888,0.9550669,0.001079523,0.01408737,0.007916225,0.0001085182,0.000914548,0.00006031612,0.02057057],"genre_scores_gemma":[0.003763091,0.96244,0.004367213,0.01064102,0.003451871,0.0002704545,0.003239345,0.00004210438,0.01178486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007463808,"threshold_uncertainty_score":0.02496892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2592509339","doi":"10.1111/epi.13709","title":"<scp>ILAE</scp> classification of the epilepsies: Position paper of the <scp>ILAE</scp> Commission for Classification and Terminology","year":2017,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4881,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; BC Children's Hospital; University of British Columbia","funders":"Cilag; UCB Pharma; National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; University of California, Los Angeles; Sun Pharma; Universidade Católica de Brasília; Fundação Bial; Eisai; Epilepsy Research UK; NeuroPace; National Institutes of Health; Mylan; Supernus Pharmaceuticals; Zynerba Pharmaceuticals; Upsher-Smith; Division of Arctic Sciences; Sage Therapeutics; Epilepsiatutkimussäätiö; Dravet Syndrome UK; Zogenix; Alva Foundation; Lundbeckfonden; U.S. Department of Defense; Yorkhill Children’s Charity; GW Pharmaceuticals; Sanofi; Citizens United for Research in Epilepsy; Novartis; Acorda Therapeutics; Stockholms Läns Landsting; Takeda Pharmaceuticals U.S.A.; Pfizer; Humanities Research Center, Rice University; Ultragenyx Pharmaceutical; GlaxoSmithKline; Vertex Pharmaceuticals; March of Dimes Foundation; National Institute of Neurological Disorders and Stroke; CURE Childhood Cancer; H. Lundbeck A/S; Sunovion","keywords":"Epilepsy; Terminology; Etiology; Medicine; Epilepsy syndromes; Generalized epilepsy; Pediatrics; Intensive care medicine; Psychiatry","authors":[{"name":"Ingrid E. Scheffer","is_ca":false},{"name":"Samuel F. Berkovic","is_ca":false},{"name":"Giuseppe Capovilla","is_ca":false},{"name":"Mary Connolly","is_ca":true},{"name":"Jacqueline A. French","is_ca":false},{"name":"Laura Maria de Figueiredo Ferreira Guilhoto","is_ca":false},{"name":"Édouard Hirsch","is_ca":false},{"name":"Gary W. Mathern","is_ca":false},{"name":"Solomon L. Moshé","is_ca":false},{"name":"Douglas R. Nordli","is_ca":false},{"name":"Emilio Perucca","is_ca":false},{"name":"Torbjörn Tomson","is_ca":false},{"name":"Samuel Wiebe","is_ca":true},{"name":"Sameer M. Zuberi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04828185098861416,"gpt":0.3252588484545615,"spread":0.2769769974659473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01130019,0.001351338,0.001756194,0.006292293,0.002538379,0.007376499,0.003345604,0.004219119,0.03102571],"category_scores_gemma":[0.04951713,0.0005057158,0.00205403,0.00741146,0.003447291,0.005217645,0.003762607,0.008890629,0.0364991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008391358,"about_ca_system_score_gemma":0.02884939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03904691,"about_ca_topic_score_gemma":0.04079654,"domain_scores_codex":[0.9851811,0.002361919,0.0029399,0.0007375213,0.007621467,0.001158122],"domain_scores_gemma":[0.9449277,0.006736144,0.004875165,0.00199363,0.03904883,0.002418555],"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":[0.00001864517,0.000006593663,0.00028564,0.0002237797,0.000005715991,0.00003836659,0.00008680744,0.00003164421,0.00008618629,0.004133762,0.9777614,0.01732142],"study_design_scores_gemma":[0.00001809297,0.00001488331,0.002048914,0.001361248,0.00001354324,0.0002984345,0.0002190199,0.0000755504,0.0001992816,0.004007713,0.9917134,0.00002998568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002771288,0.06565521,0.01645476,0.4200945,0.1927688,0.002043023,0.03858313,0.001484317,0.260145],"genre_scores_gemma":[0.04449468,0.1156206,0.06573151,0.2250587,0.1087567,0.006148958,0.1678557,0.004697119,0.2616361],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03904691,"threshold_uncertainty_score":0.1037914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1920696238","doi":"10.1111/j.1528-1167.2009.02397.x","title":"Definition of drug resistant epilepsy: Consensus proposal by the ad hoc Task Force of the ILAE Commission on Therapeutic Strategies","year":2009,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4739,"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":"Epilepsy; Categorization; Medicine; Intervention (counseling); Drug Resistant Epilepsy; Set (abstract data type); Task (project management); Clinical trial; Computer science; Intensive care medicine; Psychology; Artificial intelligence; Psychiatry","authors":[{"name":"Patrick Kwan","is_ca":false},{"name":"Alexis Arzimanoglou","is_ca":false},{"name":"Anne T. Berg","is_ca":false},{"name":"Martin J. Brodie","is_ca":false},{"name":"W. Allen Hauser","is_ca":false},{"name":"Gary W. Mathern","is_ca":false},{"name":"Solomon L. Moshé","is_ca":false},{"name":"Emilio Perucca","is_ca":false},{"name":"Samuel Wiebe","is_ca":true},{"name":"Jacqueline A. French","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02363673813891485,"gpt":0.294319057930806,"spread":0.2706823197918912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.132536,0.003157106,0.005850346,0.0158564,0.004597681,0.009443566,0.01601194,0.01622935,0.002204079],"category_scores_gemma":[0.09006955,0.001346879,0.007627372,0.01004532,0.01365776,0.008800272,0.01190671,0.02480105,0.002006935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0167683,"about_ca_system_score_gemma":0.05468772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229034,"about_ca_topic_score_gemma":0.009625257,"domain_scores_codex":[0.9313381,0.03044504,0.01660769,0.003737549,0.01454032,0.003331376],"domain_scores_gemma":[0.905391,0.03579641,0.006463217,0.003053611,0.04412589,0.005169908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003103042,0.0004573872,0.005379576,0.006231426,0.0003987169,0.001136968,0.007411383,0.00410106,0.001464937,0.4100927,0.3347438,0.2282716],"study_design_scores_gemma":[0.0003618002,0.0004122785,0.006154771,0.01375042,0.0004607891,0.002900981,0.005768374,0.006260179,0.001106469,0.2114715,0.7509247,0.0004276394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005976258,0.07394809,0.1961237,0.6678529,0.02754859,0.004187008,0.001907496,0.0003943049,0.0220616],"genre_scores_gemma":[0.09573801,0.04748489,0.641385,0.1627796,0.01708711,0.01387525,0.008433337,0.000503794,0.01271307],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.132536,"threshold_uncertainty_score":0.7009259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248307879","doi":"10.1111/j.0013-9580.2005.66104.x","title":"Epileptic Seizures and Epilepsy: Definitions Proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE)","year":2005,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3611,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Epilepsy; Epileptic seizure; Neuroscience; Psychology; Psychiatry; Medicine","authors":[{"name":"Robert S. Fisher","is_ca":false},{"name":"W. van Emde Boas","is_ca":false},{"name":"Warren T. Blume","is_ca":true},{"name":"Christian E. Elger","is_ca":false},{"name":"Pierre Genton","is_ca":false},{"name":"Phillip Lee","is_ca":false},{"name":"Jerome Engel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03400652400744314,"gpt":0.3035811307231608,"spread":0.2695746067157176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006075428,0.00171831,0.001542417,0.009127207,0.001802312,0.003969972,0.001887338,0.003323071,0.005426594],"category_scores_gemma":[0.008371843,0.0002924889,0.001228701,0.009286894,0.008134217,0.005344541,0.004427205,0.005858269,0.00260365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003881341,"about_ca_system_score_gemma":0.009052757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111532,"about_ca_topic_score_gemma":0.01527114,"domain_scores_codex":[0.9949999,0.0019843,0.0009188282,0.0002903463,0.001368995,0.0004376913],"domain_scores_gemma":[0.9953166,0.001599909,0.0009915046,0.0001630863,0.001349582,0.0005793801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003588703,0.0002991714,0.008226462,0.002486078,0.00005603252,0.001229265,0.007681207,0.0005798984,0.001019903,0.4247213,0.2608227,0.2925191],"study_design_scores_gemma":[0.00006130133,0.0001517204,0.009281457,0.002330701,0.00003584091,0.006386484,0.004068989,0.0002731115,0.000156693,0.1034572,0.8737249,0.0000716921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.008589396,0.6919193,0.01940397,0.1522008,0.0162307,0.0007357714,0.002078481,0.0001875418,0.108654],"genre_scores_gemma":[0.1488995,0.6533945,0.0732592,0.0528752,0.02397618,0.002821138,0.00580136,0.0002598793,0.038713],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0111532,"threshold_uncertainty_score":0.0321303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317495993","doi":"10.1056/nejm200108023450501","title":"A Randomized, Controlled Trial of Surgery for Temporal-Lobe Epilepsy","year":2001,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3494,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; London Health Sciences Centre; Western University","funders":"McMaster University","keywords":"Randomized controlled trial; Medicine; Epilepsy; Temporal lobe; Epilepsy surgery; Surgery; Psychiatry","authors":[{"name":"Samuel Wiebe","is_ca":true},{"name":"Warren T. Blume","is_ca":true},{"name":"John P. Girvin","is_ca":true},{"name":"Michael Eliasziw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04687610986815131,"gpt":0.338736878953747,"spread":0.2918607690855957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01071233,0.001496018,0.003510931,0.0008033951,0.0007687291,0.001254425,0.001189745,0.003672839,0.01132091],"category_scores_gemma":[0.02041055,0.0007124504,0.002456856,0.0007287123,0.002374645,0.001551742,0.0007569423,0.002803577,0.0008507635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008774374,"about_ca_system_score_gemma":0.003382029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006773918,"about_ca_topic_score_gemma":0.0007986051,"domain_scores_codex":[0.9875339,0.00929827,0.001084926,0.0009731859,0.0006140087,0.0004956283],"domain_scores_gemma":[0.9861808,0.008121993,0.00304578,0.0006489517,0.0005604833,0.001441877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9817523,0.004005359,0.0005451071,0.001454156,0.001210238,0.00003649671,0.00003785053,0.000208219,0.0003878308,0.0003506337,0.0005029119,0.009508945],"study_design_scores_gemma":[0.9766411,0.0220055,0.0002640874,0.00006528922,0.0003386797,0.00001333736,0.000006523025,0.0001555043,0.00006212989,0.0001872528,0.0002555408,0.000005019294],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032026,0.02741094,0.005745908,0.0083068,0.008028546,0.03871648,0.001603428,0.0003499956,0.006635279],"genre_scores_gemma":[0.9386889,0.005701137,0.007797679,0.00443246,0.002604647,0.0380243,0.0007366809,0.00002103967,0.001993138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132091,"threshold_uncertainty_score":0.05665296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145664048","doi":"10.1046/j.1528-1157.2001.10401.x","title":"A Proposed Diagnostic Scheme for People with Epileptic Seizures and with Epilepsy: Report of the ILAE Task Force on Classification and Terminology","year":2001,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2249,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"GlaxoSmithKline","keywords":"Terminology; Epilepsy; Task force; Classification scheme; Task (project management); Psychology; Clinical neurology; Neuroscience; Medicine; Psychiatry; Computer science; Data science; Political science; Engineering; Philosophy","authors":[{"name":"Jerome Engel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01905865485883563,"gpt":0.2820897008793175,"spread":0.2630310460204819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07802133,0.002726668,0.002965155,0.02868289,0.006681259,0.008117775,0.01024876,0.00543301,0.004512881],"category_scores_gemma":[0.06972816,0.001227237,0.004439732,0.01834967,0.008004161,0.01479133,0.01064685,0.01062333,0.004584225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02351172,"about_ca_system_score_gemma":0.07685447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04766313,"about_ca_topic_score_gemma":0.03251078,"domain_scores_codex":[0.9485119,0.0153218,0.01718092,0.003683492,0.01212509,0.003176832],"domain_scores_gemma":[0.9227173,0.0133556,0.007347596,0.002816394,0.04915119,0.004611982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002097854,0.0004695316,0.0463798,0.003854066,0.00009144049,0.0007439697,0.01357383,0.002122543,0.001777049,0.1689268,0.4901478,0.2717032],"study_design_scores_gemma":[0.000260497,0.0006351129,0.07836471,0.01259706,0.0002809974,0.003089217,0.01819542,0.008479583,0.001282351,0.07408237,0.8021727,0.0005599397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03992888,0.05563456,0.3056799,0.3818445,0.05404308,0.03932337,0.02399982,0.001858859,0.09768703],"genre_scores_gemma":[0.06756455,0.02419926,0.7850602,0.02546782,0.004219721,0.03266957,0.04926839,0.0004667388,0.01108374],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07802133,"threshold_uncertainty_score":0.4126211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105727230","doi":"10.1111/j.1528-1167.2010.02777.x","title":"The clinicopathologic spectrum of focal cortical dysplasias: A consensus classification proposed by an ad hoc Task Force of the ILAE Diagnostic Methods Commission1","year":2010,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1737,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Hospital for Sick Children; Montreal Neurological Institute and Hospital","funders":"Cilag; National Institute of Neurological Disorders and Stroke; NeuroPace; Eisai; National Institute for Health and Care Research; National Institutes of Health; Danish Cancer Society Research Center","keywords":"Hippocampal sclerosis; Pathology; Epilepsy; Medicine; Neocortex; Cortical dysplasia; Electrocorticography; Lesion; Cortex (anatomy); Neuroscience; Psychology; Temporal lobe","authors":[{"name":"Ingmar Blümcke","is_ca":false},{"name":"Maria Thom","is_ca":false},{"name":"Eleonora Aronica","is_ca":false},{"name":"Dawna D. Armstrong","is_ca":false},{"name":"Harry V. Vinters","is_ca":false},{"name":"André Palmini","is_ca":false},{"name":"Thomas S. Jacques","is_ca":false},{"name":"G. Avanzini","is_ca":false},{"name":"A. James Barkovich","is_ca":false},{"name":"Giorgio Battaglia","is_ca":false},{"name":"Albert J. Becker","is_ca":false},{"name":"Carlos Cepeda","is_ca":false},{"name":"Fernando Cendes","is_ca":false},{"name":"N. Colombo","is_ca":false},{"name":"Peter B. Crino","is_ca":false},{"name":"J. Helen Cross","is_ca":false},{"name":"Olivier Delalande","is_ca":false},{"name":"François Dubeau","is_ca":true},{"name":"John S. Duncan","is_ca":false},{"name":"Renzo Guerrini","is_ca":false},{"name":"Philippe Kahane","is_ca":false},{"name":"Gary W. Mathern","is_ca":false},{"name":"Imad Najm","is_ca":false},{"name":"Çiğdem Özkara","is_ca":false},{"name":"Charles Raybaud","is_ca":true},{"name":"Alfonso Represa","is_ca":false},{"name":"Steven N. Roper","is_ca":false},{"name":"Noriko Salamon","is_ca":false},{"name":"Andreas Schulze‐Bonhage","is_ca":false},{"name":"Laura Tassi","is_ca":false},{"name":"Annamaria Vezzani","is_ca":false},{"name":"Roberto Spreafico","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03302245004352621,"gpt":0.3787681221269343,"spread":0.3457456720834081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04010138,0.001642637,0.002104139,0.01088918,0.002626809,0.003236787,0.00582622,0.00244173,0.001290707],"category_scores_gemma":[0.03724452,0.0005717395,0.002478432,0.005256599,0.00217046,0.00228142,0.003719056,0.00347168,0.001229975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004384397,"about_ca_system_score_gemma":0.01534278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517641,"about_ca_topic_score_gemma":0.01420448,"domain_scores_codex":[0.9845761,0.004525045,0.004211722,0.001257152,0.004306995,0.001122896],"domain_scores_gemma":[0.9534482,0.005394729,0.004021489,0.001935678,0.033221,0.001978869],"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":[0.000717712,0.0003227435,0.1988029,0.003726189,0.0005123328,0.001460327,0.002689028,0.003544267,0.006710787,0.01543372,0.2601686,0.5059114],"study_design_scores_gemma":[0.0007014638,0.0008768306,0.3118813,0.01805004,0.001728168,0.01312901,0.009004617,0.02462861,0.006927955,0.0277093,0.5848664,0.0004962633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1980957,0.1844407,0.3233442,0.1490695,0.02253287,0.02001204,0.01770887,0.002229714,0.08256645],"genre_scores_gemma":[0.347728,0.04851643,0.5293809,0.01215785,0.003774769,0.01112068,0.03797805,0.0006051002,0.008738191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04010138,"threshold_uncertainty_score":0.2120789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121709831","doi":"10.1001/jama.2012.220","title":"Early Surgical Therapy for Drug-Resistant Temporal Lobe Epilepsy","year":2012,"lang":"en","type":"article","venue":"JAMA","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1214,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; National Institutes of Health; Northern Illinois University; Sunovion; Canadian Institutes of Health Research; National Institute of Neurological Disorders and Stroke; Teva Pharmaceutical Industries; Eisai; Valeant Pharmaceuticals International; University of California, San Francisco; Acorda Therapeutics; Pfizer","keywords":"Medicine; Epilepsy; Randomized controlled trial; Epilepsy surgery; Quality of life (healthcare); Drug Resistant Epilepsy; Pediatrics; Clinical trial; Anterior temporal lobectomy; Surgery; Psychiatry; Internal medicine","authors":[{"name":"Jerome Engel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0314626101038666,"gpt":0.325392426708436,"spread":0.2939298166045695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009241425,0.0004265196,0.0007834533,0.0003426227,0.0002030737,0.0002735263,0.000252802,0.000340237,0.001916526],"category_scores_gemma":[0.00147604,0.0001189211,0.0005624624,0.0001987445,0.0003547296,0.0003348173,0.0003268222,0.0005618026,0.0001587402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892632,"about_ca_system_score_gemma":0.000842997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620296,"about_ca_topic_score_gemma":0.001132095,"domain_scores_codex":[0.9996601,0.0001743272,0.00005106397,0.00003105497,0.00004548268,0.0000378648],"domain_scores_gemma":[0.9992365,0.0002575024,0.0002567077,0.00003763898,0.00002780806,0.000183939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.504418,0.0223802,0.05589785,0.004608338,0.001738139,0.001427982,0.0002929838,0.001024646,0.02588633,0.0005111317,0.002104171,0.3797101],"study_design_scores_gemma":[0.1830825,0.6140053,0.1819058,0.0006881699,0.001051555,0.002403295,0.0002734084,0.001038296,0.007072045,0.0009054064,0.007513922,0.00006020419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920118,0.005832787,0.0003433043,0.0002517939,0.0000814579,0.0004502522,0.0001197689,0.00001496469,0.0008938307],"genre_scores_gemma":[0.9947926,0.00273227,0.0008311556,0.0003258009,0.0001161902,0.0006184154,0.0002234003,0.000002146163,0.0003579098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916526,"threshold_uncertainty_score":0.006411433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082136405","doi":"10.1212/01.wnl.0000125184.88797.62","title":"Detection of electrographic seizures with continuous EEG monitoring in critically ill patients","year":2004,"lang":"en","type":"review","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1170,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Epilepsy; Medicine; Electroencephalography; Subclinical infection; Coma (optics); Odds ratio; Anesthesia; Logistic regression; Internal medicine; Pediatrics; Psychiatry","authors":[{"name":"Jan Claassen","is_ca":true},{"name":"Stephan A. Mayer","is_ca":true},{"name":"Robert Kowalski","is_ca":true},{"name":"Ronald G. Emerson","is_ca":true},{"name":"Lawrence J. Hirsch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01742154693232459,"gpt":0.3173067916208298,"spread":0.2998852446885051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898724,0.0003681208,0.0003417699,0.0007008096,0.000264608,0.0005094026,0.0002505883,0.0005284385,0.0008780764],"category_scores_gemma":[0.004005105,0.0002184452,0.00024479,0.0003974311,0.0002914776,0.0005933653,0.0003453607,0.0005001447,0.0001308395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749843,"about_ca_system_score_gemma":0.0003337156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380564,"about_ca_topic_score_gemma":0.001623655,"domain_scores_codex":[0.9996152,0.00008310256,0.00006848267,0.00006091544,0.00009986079,0.00007232563],"domain_scores_gemma":[0.9975891,0.0004646173,0.001391384,0.00003847677,0.0001859083,0.0003305752],"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":[0.0001371252,0.00002765021,0.9966668,0.00001278852,0.00001109201,0.0007668366,0.00003908743,0.00005302604,0.0005755061,0.000006132066,0.00005792674,0.001645927],"study_design_scores_gemma":[0.00001530026,0.0004544948,0.992887,0.00002728687,0.00001655875,0.005431581,0.0002261284,0.0005218678,0.0003018557,0.00001670248,0.00009586209,0.000005481529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9993839,0.0002757351,0.00007510229,0.00004835534,0.000004436758,0.000006006094,0.00003331011,0.000002975825,0.0001701607],"genre_scores_gemma":[0.9996414,0.0001049803,0.0001258753,0.00002129593,0.00001080026,0.000004438443,0.00006838188,6.895653e-7,0.00002200092],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001380564,"threshold_uncertainty_score":0.002937436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086056052","doi":"10.1111/j.1528-1167.2007.01222.x","title":"Psychiatric Comorbidity in Epilepsy: A Population‐Based Analysis","year":2007,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"M.S.I. Foundation","keywords":"Epilepsy; Psychiatry; Population; Anxiety; Comorbidity; Depression (economics); Medicine; Mental health; National Comorbidity Survey; Agoraphobia; Odds ratio; Anxiety disorder; Psychology; Environmental health; Internal medicine","authors":[{"name":"José Francisco Téllez‐Zenteno","is_ca":true},{"name":"Scott B. Patten","is_ca":false},{"name":"Nathalie Jetté","is_ca":true},{"name":"Jeanne V.A. Williams","is_ca":false},{"name":"Samuel Wiebe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02311480900959345,"gpt":0.3396096707099097,"spread":0.3164948617003162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009219804,0.0002739143,0.0005154548,0.001609603,0.0005907372,0.0005766983,0.0003751302,0.0004514879,0.00182855],"category_scores_gemma":[0.002875489,0.0003258792,0.0009650637,0.00215927,0.0003743942,0.0003477209,0.0006433842,0.0006194633,0.0001836774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008013918,"about_ca_system_score_gemma":0.0009300573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0459828,"about_ca_topic_score_gemma":0.05334066,"domain_scores_codex":[0.9991887,0.0002293272,0.00008241454,0.0001297562,0.0002609537,0.000108744],"domain_scores_gemma":[0.9989414,0.000213361,0.0003701199,0.0001085893,0.0001724989,0.0001939919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178678,0.00002975337,0.998404,0.000009011172,0.0001962367,0.00009570819,0.00002107473,0.00005912899,0.000053847,0.00001052855,0.0001024284,0.0009003592],"study_design_scores_gemma":[0.00001375455,0.00004229009,0.9993026,0.000002605055,0.00004981247,0.0002126306,0.00004143398,0.0002344786,0.000009769903,0.000009875862,0.00007745368,0.000003162952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987382,0.0002080412,0.00009839595,0.00004833406,0.000004203448,0.00002311952,0.0006115124,0.000005460452,0.0002627089],"genre_scores_gemma":[0.9989384,0.0001251246,0.00008629456,0.00001394226,0.00000769275,0.00001150066,0.0007630731,0.000001620622,0.00005225361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0459828,"threshold_uncertainty_score":0.09143031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117378831","doi":"10.1093/brain/awh449","title":"Long-term seizure outcomes following epilepsy surgery: a systematic review and meta-analysis","year":2005,"lang":"en","type":"review","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1078,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Western University; London Health Sciences Centre","funders":"","keywords":"Epilepsy surgery; Epilepsy; Medicine; Meta-analysis; Hemispherectomy; MEDLINE; Randomized controlled trial; Surgery; Psychiatry; Internal medicine","authors":[{"name":"José Francisco Téllez‐Zenteno","is_ca":true},{"name":"Rajat Dhar","is_ca":true},{"name":"Samuel Wiebe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1440462062415587,"gpt":0.4264128047911537,"spread":0.282366598549595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02318598,0.00303436,0.02057065,0.008263642,0.0007707021,0.003793434,0.002562658,0.002592569,0.002986998],"category_scores_gemma":[0.05216582,0.001631183,0.04601008,0.0115332,0.0008829816,0.002081746,0.001793276,0.001955112,0.0002726574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003646209,"about_ca_system_score_gemma":0.004782236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008013714,"about_ca_topic_score_gemma":0.0190664,"domain_scores_codex":[0.9816915,0.008524204,0.006055404,0.001398849,0.001781927,0.0005480092],"domain_scores_gemma":[0.9629612,0.02705496,0.005947399,0.0009273622,0.002729454,0.0003797245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001428095,0.00003014917,0.006389994,0.3218648,0.6606194,0.0001924143,0.0001053442,0.0005924394,0.0001194189,0.0001065815,0.0005616629,0.007989745],"study_design_scores_gemma":[0.0004908647,0.0001802872,0.005040935,0.02345736,0.9692839,0.0001307916,0.00005585878,0.0001875786,0.00008937579,0.0001577759,0.0009014123,0.00002373733],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005722311,0.9924811,0.0005186153,0.0002032663,0.0001126462,0.0002943494,0.0004773739,0.00001966167,0.0001706827],"genre_scores_gemma":[0.1748003,0.8182027,0.002866869,0.0007274611,0.0002438284,0.00195095,0.0009421761,0.00002769706,0.0002379694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02318598,"threshold_uncertainty_score":0.1226206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121468319","doi":"10.1097/wnp.0000000000000806","title":"American Clinical Neurophysiology Society's Standardized Critical Care EEG Terminology: 2021 Version","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1053,"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; SickKids Foundation; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; Greenwich Biosciences; National Institutes of Health; Austrian Science Fund; Sanofi; European Commission; Marinus Pharmaceuticals; Sunovion; GW Pharmaceuticals; Patient-Centered Outcomes Research Institute; UCB Pharma; American Clinical Neurophysiology Society; Biogen; Eisai; Eurostars; James S. McDonnell Foundation","keywords":"Terminology; Clinical neurophysiology; Inter-rater reliability; Electroencephalography; Medicine; Psychology; Psychiatry; Developmental psychology; Linguistics","authors":[{"name":"Lawrence J. Hirsch","is_ca":false},{"name":"Michael Fong","is_ca":false},{"name":"Markus Leitinger","is_ca":false},{"name":"Suzette M. LaRoche","is_ca":false},{"name":"Sándor Beniczky","is_ca":false},{"name":"Nicholas S. Abend","is_ca":false},{"name":"Jong Woo Lee","is_ca":false},{"name":"Courtney J. Wusthoff","is_ca":false},{"name":"Cecil D. Hahn","is_ca":true},{"name":"M. Brandon Westover","is_ca":false},{"name":"Elizabeth E. Gerard","is_ca":false},{"name":"Susan T. Herman","is_ca":false},{"name":"Hiba A. Haider","is_ca":false},{"name":"Gamaleldin Osman","is_ca":false},{"name":"Andrés Rodríguez","is_ca":false},{"name":"Carolina B. Maciel","is_ca":false},{"name":"Emily J. Gilmore","is_ca":false},{"name":"Andres Fernandez","is_ca":false},{"name":"Eric S. Rosenthal","is_ca":false},{"name":"Jan Claassen","is_ca":false},{"name":"Aatif M. Husain","is_ca":false},{"name":"Ji Yeoun Yoo","is_ca":false},{"name":"Elson L. So","is_ca":false},{"name":"Peter W. Kaplan","is_ca":false},{"name":"Marc R. Nuwer","is_ca":false},{"name":"Michel J. A. M. van Putten","is_ca":false},{"name":"Raoul Sutter","is_ca":false},{"name":"Frank W. Drislane","is_ca":false},{"name":"Eugen Trinka","is_ca":false},{"name":"Nicolas Gaspard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06952334103547113,"gpt":0.4664438337424539,"spread":0.3969204927069828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004237805,0.0007564339,0.000648964,0.005736471,0.0008449153,0.003160889,0.001550297,0.001543027,0.09096409],"category_scores_gemma":[0.03550507,0.0003165247,0.0006745646,0.005549972,0.0008948909,0.003101669,0.001794133,0.002512421,0.05746375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123555,"about_ca_system_score_gemma":0.006586939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006406361,"about_ca_topic_score_gemma":0.00591954,"domain_scores_codex":[0.9959137,0.000636529,0.002062604,0.0001814274,0.001004269,0.0002014857],"domain_scores_gemma":[0.9730262,0.004941926,0.002549616,0.002004749,0.01671614,0.000761336],"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":[0.0003820932,0.00005636466,0.002039835,0.001555822,0.00003491381,0.0002212664,0.0002470681,0.0002366866,0.001386445,0.007300795,0.8689316,0.1176073],"study_design_scores_gemma":[0.0001607278,0.0001488676,0.01324409,0.002598086,0.00004800851,0.001719963,0.0004799532,0.0004088592,0.001261523,0.01069361,0.9691515,0.00008486108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.02317584,0.01315753,0.0717169,0.0429903,0.03728828,0.006185868,0.4602984,0.01124096,0.3339458],"genre_scores_gemma":[0.1238978,0.01841328,0.09279335,0.01047059,0.008539479,0.006349249,0.5477605,0.008725682,0.1830502],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09096409,"threshold_uncertainty_score":0.3043052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031616221","doi":"10.1016/j.jneumeth.2008.04.019","title":"The pilocarpine model of temporal lobe epilepsy","year":2008,"lang":"en","type":"review","venue":"Journal of Neuroscience Methods","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1039,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Regione Emilia-Romagna; Fondazione Pierfranco e Luisa Mariani; Canadian Institutes of Health Research; Ministero dell’Istruzione, dell’Università e della Ricerca; Savoy Foundation; Wellcome Trust","keywords":"Epilepsy; Temporal lobe; Pilocarpine; Neuroscience; Psychology","authors":[{"name":"Giulia Curia","is_ca":false},{"name":"Daniela Longo","is_ca":false},{"name":"Giuseppe Biagini","is_ca":false},{"name":"Roland S.G. Jones","is_ca":false},{"name":"Massimo Avoli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2486224996909718,"gpt":0.5066195270549968,"spread":0.257997027364025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002969732,0.001516028,0.0007052698,0.002296981,0.0004331304,0.0005439078,0.0009369735,0.001257885,0.002635943],"category_scores_gemma":[0.0003165223,0.0002933362,0.0007398133,0.0007791006,0.0009401382,0.0006692634,0.0007035027,0.001833211,0.0007192731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299402,"about_ca_system_score_gemma":0.0008120296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319434,"about_ca_topic_score_gemma":0.001630165,"domain_scores_codex":[0.9994405,0.00008978195,0.00005839577,0.0001040525,0.0001660531,0.0001412127],"domain_scores_gemma":[0.9996512,0.00005931067,0.0001001709,0.00007944756,0.0000212337,0.00008863472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001593271,0.001055044,0.0005277692,0.0002894495,0.00005223027,0.00152619,0.0001599574,0.0006874224,0.9829652,0.002328057,0.0005917452,0.008223619],"study_design_scores_gemma":[0.0003687951,0.008948987,0.006762827,0.00008369876,0.0001735356,0.003302993,0.0001057706,0.002694324,0.960492,0.0009990655,0.01598715,0.00008084512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9470408,0.004683387,0.02543281,0.001268745,0.000687686,0.001671316,0.003260713,0.001568653,0.01438593],"genre_scores_gemma":[0.9657368,0.005308103,0.01534138,0.0003293784,0.0001309497,0.00167011,0.001654947,0.0001129681,0.009715364],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002635943,"threshold_uncertainty_score":0.00881815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1604539019","doi":"10.1111/j.1528-1167.2011.03121.x","title":"Standards for epidemiologic studies and surveillance of epilepsy","year":2011,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1009,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Epilepsy; Public health; Environmental health; Health care; Public health surveillance; Medicine; Epidemiology; Consistency (knowledge bases); Population; Population health; Resource (disambiguation); Health promotion; MEDLINE; Computer science; Nursing; Psychiatry; Political science","authors":[{"name":"David J. Thurman","is_ca":false},{"name":"Ettore Beghi","is_ca":false},{"name":"Charles E. Begley","is_ca":false},{"name":"Anne T. Berg","is_ca":false},{"name":"Jeffrey Buchhalter","is_ca":false},{"name":"Ding Ding","is_ca":false},{"name":"Dale C. Hesdorffer","is_ca":false},{"name":"W. Allen Hauser","is_ca":false},{"name":"Lewis E. Kazis","is_ca":false},{"name":"Rosemarie Kobau","is_ca":false},{"name":"Barbara L. Kroner","is_ca":false},{"name":"David M. Labiner","is_ca":false},{"name":"Kore Liow","is_ca":false},{"name":"Giancarlo Logroscino","is_ca":false},{"name":"Marco T. Medina","is_ca":false},{"name":"Charles R. Newton","is_ca":false},{"name":"Karen Parko","is_ca":false},{"name":"Angelia M. Paschal","is_ca":false},{"name":"Pierre‐Marie Preux","is_ca":false},{"name":"Josemir W. Sander","is_ca":false},{"name":"Anbesaw W. Selassie","is_ca":false},{"name":"William H. Theodore","is_ca":false},{"name":"Torbjörn Tomson","is_ca":false},{"name":"Samuel Wiebe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1251311588202604,"gpt":0.3959263564919296,"spread":0.2707951976716693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3386938,0.00343297,0.006499775,0.03176846,0.003676367,0.009415204,0.01292303,0.01336473,0.008428569],"category_scores_gemma":[0.4576697,0.003383495,0.006500791,0.04083598,0.005110089,0.006005738,0.00915448,0.01281635,0.009984117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0058609,"about_ca_system_score_gemma":0.03977485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01582447,"about_ca_topic_score_gemma":0.01279646,"domain_scores_codex":[0.5366942,0.2701172,0.1233037,0.01011084,0.05567053,0.004103631],"domain_scores_gemma":[0.4172921,0.2272593,0.05481788,0.09987227,0.19481,0.005948486],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008248031,0.0006863092,0.03668756,0.02274513,0.001787813,0.0007274209,0.006966947,0.004845777,0.001429041,0.1654265,0.3812912,0.3765815],"study_design_scores_gemma":[0.0005905708,0.0003179723,0.03061922,0.01788267,0.000802471,0.001097431,0.001902717,0.002566044,0.001085735,0.0555449,0.8872764,0.0003139122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00550335,0.03209712,0.6164422,0.03740487,0.01513038,0.1114689,0.09392366,0.004724488,0.08330509],"genre_scores_gemma":[0.01620304,0.01973549,0.7481087,0.009574668,0.002908243,0.1411835,0.05589645,0.0004882788,0.005901549],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6613063,"threshold_uncertainty_score":0.8155083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911226018","doi":"10.1016/s1474-4422(18)30454-x","title":"Global, regional, and national burden of epilepsy, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016","year":2019,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1003,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Instituto de Salud Carlos III; National Health and Medical Research Council; Heller School for Social Policy and Management; Universidade Federal de Sergipe; Universidad Industrial de Santander; Ministério da Educação; Bahir Dar University; Shahid Beheshti University of Medical Sciences; Australian Catholic University; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Universität Bielefeld; Universitair Ziekenhuis Antwerpen; Technische Universität München; Johns Hopkins University; Universitetet i Oslo; Tehran University of Medical Sciences and Health Services; European Commission; Ministério da Educação e Ciência; Imperial College London; Generalitat Valenciana; Western Sydney University; Ministerio de Economía y Competitividad; Alborz University of Medical Sciences; Ain Shams University; University College London; Universitat de València; University of New South Wales; McMaster University; Jordan University of Science and Technology; H. Lundbeck A/S; Institute for Health Metrics and Evaluation; Department of Science and Technology, Ministry of Science and Technology, India; Trường Đại học Duy Tân; Kaiser Permanente; Shanghai Jiao Tong University; Ministerio de Educación, Cultura y Deporte; Islamic Azad University; Maragheh University of Medical Sciences; Universidad de Santander; Ahmadu Bello University; Ahvaz Jundishapur University of Medical Sciences; Saint Paul's Hospital Millennium Medical College; University of Memphis; King Saud University; Brandeis University; Auckland University of Technology, New Zealand; McGill University; Tulane University; Ball State University; National University of Singapore; Alzheimer's Association; Fundação para a Ciência e a Tecnologia; Bill and Melinda Gates Foundation; University of Washington; Karolinska Institutet","keywords":"Burden of disease; Disease burden; Epilepsy; Disease; Medicine; Psychiatry; Internal medicine","authors":[{"name":"Ettore Beghi","is_ca":false},{"name":"Giorgia Giussani","is_ca":false},{"name":"Emma Nichols","is_ca":false},{"name":"Foad Abd-Allah","is_ca":false},{"name":"Jemal Abdela","is_ca":false},{"name":"Ahmed Abdelalim","is_ca":false},{"name":"Haftom Niguse Abraha","is_ca":false},{"name":"Mina G Adib","is_ca":false},{"name":"Sutapa Agrawal","is_ca":false},{"name":"Fares Alahdab","is_ca":false},{"name":"Ashish Awasthi","is_ca":false},{"name":"Yohanes Ayele","is_ca":false},{"name":"Miguel A. Barboza","is_ca":false},{"name":"Abate Bekele Belachew","is_ca":false},{"name":"Belete Biadgo","is_ca":false},{"name":"Ali Bijani","is_ca":false},{"name":"Helen Bitew","is_ca":false},{"name":"Félix Carvalho","is_ca":false},{"name":"Yazan Chaiah","is_ca":false},{"name":"Ahmad Daryani","is_ca":false},{"name":"Huyen Phuc","is_ca":false},{"name":"Manisha Dubey","is_ca":false},{"name":"Aman Yesuf Endries","is_ca":false},{"name":"Sharareh Eskandarieh","is_ca":false},{"name":"André Faro","is_ca":false},{"name":"Farshad Farzadfar","is_ca":false},{"name":"Seyed‐Mohammad Fereshtehnejad","is_ca":false},{"name":"Eduarda Fernandes","is_ca":false},{"name":"Daniel Obadare Fijabi","is_ca":false},{"name":"Irina Filip","is_ca":false},{"name":"Florian Fischer","is_ca":false},{"name":"Abadi Kahsu Gebre","is_ca":false},{"name":"Afewerki Gebremeskel Tsadik","is_ca":false},{"name":"Teklu Gebrehiwo Gebremichael","is_ca":false},{"name":"Kebede Embaye Gezae","is_ca":false},{"name":"Maryam Ghasemi‐Kasman","is_ca":false},{"name":"Meaza Girma Degefa","is_ca":false},{"name":"E. V. Gnedovskaya","is_ca":false},{"name":"Tekleberhan B Hagos","is_ca":false},{"name":"Arvin Haj‐Mirzaian","is_ca":false},{"name":"Arya Haj‐Mirzaian","is_ca":false},{"name":"Hamid Yimam Hassen","is_ca":false},{"name":"Simon I Hay","is_ca":false},{"name":"Mihajlo Jakovljević","is_ca":false},{"name":"Amir Kasaeian","is_ca":false},{"name":"Tesfaye Kassa","is_ca":false},{"name":"Yousef Khader","is_ca":false},{"name":"Ejaz Ahmad Khan","is_ca":false},{"name":"Jagdish Khubchandani","is_ca":false},{"name":"Adnan Kısa","is_ca":false},{"name":"Kristopher J Krohn","is_ca":false},{"name":"Chanda Kulkarni","is_ca":false},{"name":"Yirga Legesse Nirayo","is_ca":false},{"name":"Mark T. Mackay","is_ca":false},{"name":"Marek Majdán","is_ca":false},{"name":"Azeem Majeed","is_ca":false},{"name":"Treh Manhertz","is_ca":false},{"name":"Man Mohan Mehndiratta","is_ca":false},{"name":"Tesfa Mekonen","is_ca":false},{"name":"Hagazi Gebre Meles","is_ca":false},{"name":"Getnet Mengistu","is_ca":false},{"name":"Shafiu Mohammed","is_ca":false},{"name":"Mohsen Naghavi","is_ca":false},{"name":"Ali H. Mokdad","is_ca":false},{"name":"Ghulam Mustafa","is_ca":false},{"name":"Seyed Sina Naghibi Irvani","is_ca":false},{"name":"Long Hoang Nguyen","is_ca":false},{"name":"Molly R Nixon","is_ca":false},{"name":"Felix Akpojene Ogbo","is_ca":false},{"name":"Andrew T Olagunju","is_ca":false},{"name":"Tinuke O Olagunju","is_ca":false},{"name":"Mayowa Owolabi","is_ca":false},{"name":"Michael Phillips","is_ca":false},{"name":"Gabriel David Pinilla-Monsalve","is_ca":false},{"name":"Mostafa Qorbani","is_ca":false},{"name":"Amir Radfar","is_ca":false},{"name":"Anwar Rafay","is_ca":false},{"name":"Vafa Rahimi‐Movaghar","is_ca":false},{"name":"Nickolas Reinig","is_ca":false},{"name":"Perminder S. Sachdev","is_ca":false},{"name":"Hosein Safari","is_ca":false},{"name":"Saeed Safari","is_ca":false},{"name":"Saeid Safiri","is_ca":false},{"name":"Mohammad Ali Sahraian","is_ca":false},{"name":"Abdallah M Samy","is_ca":false},{"name":"Shahabeddin Sarvi","is_ca":false},{"name":"Monika Sawhney","is_ca":false},{"name":"Masood Ali Shaikh","is_ca":false},{"name":"Mehdi Sharif","is_ca":false},{"name":"Gagandeep Singh","is_ca":false},{"name":"Mari Smith","is_ca":false},{"name":"Cassandra Szoeke","is_ca":false},{"name":"Rafael Tabarés‐Seisdedos","is_ca":false},{"name":"Mohamad‐Hani Temsah","is_ca":false},{"name":"Omar Temsah","is_ca":false},{"name":"Miguel Tortajada‐Girbés","is_ca":false},{"name":"Bach Xuan Tran","is_ca":false},{"name":"Amanuel Tsegay","is_ca":false},{"name":"Irfan Ullah","is_ca":false},{"name":"Narayanaswamy Venketasubramanian","is_ca":false},{"name":"Ronny Westerman","is_ca":false},{"name":"Andrea Sylvia Winkler","is_ca":false},{"name":"Ebrahim M Yimer","is_ca":false},{"name":"Naohiro Yonemoto","is_ca":false},{"name":"Valery L. Feigin","is_ca":false},{"name":"Theo Vos","is_ca":false},{"name":"Christopher J L Murray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04103339033985737,"gpt":0.3400421791483425,"spread":0.2990087888084851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006273629,0.0008351487,0.002923785,0.00621689,0.0004084781,0.0009479025,0.000675153,0.0005945981,0.001806795],"category_scores_gemma":[0.01510271,0.000727548,0.008723371,0.01233088,0.000432196,0.0007340592,0.001454531,0.0008464463,0.0003446599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020345,"about_ca_system_score_gemma":0.006640682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07231566,"about_ca_topic_score_gemma":0.1248645,"domain_scores_codex":[0.9959026,0.001212263,0.00137811,0.0005435405,0.0006978612,0.0002656591],"domain_scores_gemma":[0.9956281,0.001049314,0.001604402,0.0002953109,0.001248579,0.0001741731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001714039,0.00003971873,0.7057695,0.08902487,0.07154122,0.000292785,0.0008496111,0.001597804,0.0003670916,0.001285343,0.05356168,0.07395636],"study_design_scores_gemma":[0.00114759,0.000213772,0.8065138,0.05800301,0.08645974,0.0009803674,0.0008309712,0.001575317,0.00027755,0.00138456,0.04245749,0.0001558898],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1072458,0.6667553,0.002469175,0.00312097,0.0005770577,0.0008496833,0.2158776,0.0001475405,0.002956837],"genre_scores_gemma":[0.5292594,0.3757736,0.00522226,0.001727412,0.0004319735,0.002316564,0.08424777,0.00009515997,0.000925837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07231566,"threshold_uncertainty_score":0.1437895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015513895","doi":"10.1111/epi.12220","title":"International consensus classification of hippocampal sclerosis in temporal lobe epilepsy: A Task Force report from the<scp>ILAE</scp>Commission on Diagnostic Methods","year":2013,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":997,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Hippocampal sclerosis; Epilepsy; Task force; Hippocampal formation; Multiple sclerosis; Neuroscience; Temporal lobe; Medicine; Mesial temporal lobe epilepsy; Clinical neurology; Task (project management); Commission; Psychology; Physical medicine and rehabilitation; Psychiatry; Political science; Engineering","authors":[{"name":"Ingmar Blümcke","is_ca":false},{"name":"Maria Thom","is_ca":false},{"name":"Eleonora Aronica","is_ca":false},{"name":"Dawna D. Armstrong","is_ca":false},{"name":"Fabrice Bartoloméi","is_ca":false},{"name":"Andrea Bernasconi","is_ca":true},{"name":"Neda Bernasconi","is_ca":true},{"name":"Christian G. Bien","is_ca":false},{"name":"Fernando Cendes","is_ca":false},{"name":"Roland Coras","is_ca":false},{"name":"J. Helen Cross","is_ca":false},{"name":"Thomas S. Jacques","is_ca":false},{"name":"Philippe Kahane","is_ca":false},{"name":"Gary W. Mathern","is_ca":false},{"name":"Hajime Miyata","is_ca":false},{"name":"Solomon L. Moshé","is_ca":false},{"name":"Büğe Öz","is_ca":false},{"name":"Çiğdem Özkara","is_ca":false},{"name":"Emilio Perucca","is_ca":false},{"name":"Sanjay M. Sisodiya","is_ca":false},{"name":"Samuel Wiebe","is_ca":true},{"name":"Roberto Spreafico","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05562324156117278,"gpt":0.350114236513594,"spread":0.2944909949524213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02944139,0.001692576,0.002104381,0.01060888,0.002130508,0.00280099,0.006005474,0.002517867,0.002164057],"category_scores_gemma":[0.0345293,0.0006552188,0.003713069,0.007432311,0.002428795,0.002215138,0.003803726,0.004536885,0.00243493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006997329,"about_ca_system_score_gemma":0.0250385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05027024,"about_ca_topic_score_gemma":0.04191898,"domain_scores_codex":[0.9866519,0.003525545,0.004169474,0.000736153,0.004018987,0.0008979167],"domain_scores_gemma":[0.950505,0.004839777,0.006559762,0.00170753,0.03371932,0.002668587],"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":[0.0003318225,0.0001439005,0.02989549,0.003457267,0.0003471128,0.0007972345,0.001163106,0.001114973,0.00265684,0.005313632,0.661568,0.2932106],"study_design_scores_gemma":[0.0004710884,0.0002661535,0.1443315,0.01611493,0.0008775703,0.005177507,0.003144859,0.005354015,0.003066312,0.01446175,0.8063433,0.0003910754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.05853781,0.2749349,0.1812278,0.2493711,0.07303723,0.02765488,0.03675006,0.002531149,0.0959551],"genre_scores_gemma":[0.1179677,0.1226145,0.5446571,0.02754284,0.0103914,0.0314921,0.1130966,0.001337694,0.03090008],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05027024,"threshold_uncertainty_score":0.1557029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099169745","doi":"10.1101/cshperspect.a022426","title":"Seizures and Epilepsy: An Overview for Neuroscientists","year":2015,"lang":"en","type":"review","venue":"Cold Spring Harbor Perspectives in Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":905,"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 Universitaire Sainte-Justine","funders":"","keywords":"Pediatric Neurology; Neurology; Epilepsy; Medicine; Pediatrics; Psychiatry","authors":[{"name":"Carl E. Stafstrom","is_ca":false},{"name":"Lionel Carmant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1981708172360597,"gpt":0.4621585163607866,"spread":0.263987699124727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008317854,0.001496616,0.001505626,0.003965124,0.0005928153,0.001776673,0.000981935,0.002270661,0.005778753],"category_scores_gemma":[0.001293813,0.0003804923,0.0006949817,0.004065768,0.001057215,0.004269886,0.001455687,0.00450382,0.003730371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330384,"about_ca_system_score_gemma":0.002130571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001944269,"about_ca_topic_score_gemma":0.005255869,"domain_scores_codex":[0.9997002,0.00006203023,0.00005011471,0.00003958166,0.000113362,0.00003474497],"domain_scores_gemma":[0.9993162,0.0003404047,0.00006627449,0.00002072291,0.0001661831,0.00009021664],"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":[0.00007397963,0.0001049222,0.0003045097,0.01274608,0.00007414647,0.0004877971,0.0001639614,0.0002865868,0.0008581611,0.007722202,0.1881619,0.7890158],"study_design_scores_gemma":[0.00001011073,0.0000415858,0.0005071962,0.005721016,0.00003503823,0.001204887,0.0001090383,0.0000370002,0.00005476301,0.003991735,0.9882731,0.00001455327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002858775,0.9971696,0.00005046993,0.001181707,0.000611752,0.00000246127,0.00000936757,0.000006314149,0.0009397546],"genre_scores_gemma":[0.0002377637,0.9967459,0.0002056557,0.001126363,0.0008902209,0.000005883966,0.00001953353,0.0000017239,0.0007668455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005778753,"threshold_uncertainty_score":0.01933187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225295961","doi":"10.1111/epi.17241","title":"International League Against Epilepsy classification and definition of epilepsy syndromes with onset in childhood: Position paper by the ILAE Task Force on Nosology and Definitions","year":2022,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":887,"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":"National Institute of Neurological Disorders and Stroke; NIHR Cambridge Biomedical Research Centre; National Institutes of Health; Evelyn Trust; National Institute for Health and Care Research; U.S. Department of Defense","keywords":"Epilepsy; Epilepsy syndromes; Psychology; Electroencephalography; Generalized epilepsy; Semiology; Pediatrics; Childhood absence epilepsy; Seizure types; Medicine; Psychiatry; Neuroscience","authors":[{"name":"Nicola Specchio","is_ca":false},{"name":"Elaine Wirrell","is_ca":false},{"name":"Ingrid E. Scheffer","is_ca":false},{"name":"Rima Nabbout","is_ca":false},{"name":"Kate Riney","is_ca":false},{"name":"Pauline Samia","is_ca":false},{"name":"Marilisa M. Guerreiro","is_ca":false},{"name":"Sam Gwer","is_ca":false},{"name":"Sameer M. Zuberi","is_ca":false},{"name":"Jo M. Wilmshurst","is_ca":false},{"name":"Elissa Yozawitz","is_ca":false},{"name":"Ronit Pressler","is_ca":false},{"name":"Édouard Hirsch","is_ca":false},{"name":"Samuel Wiebe","is_ca":true},{"name":"J. Helen Cross","is_ca":false},{"name":"Emilio Perucca","is_ca":false},{"name":"Solomon L. Moshé","is_ca":false},{"name":"Paolo Tinuper","is_ca":false},{"name":"Stéphane Auvin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02665276788752899,"gpt":0.2659901413982864,"spread":0.2393373735107574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006598603,0.001720753,0.001891409,0.007348295,0.0009086351,0.002223045,0.002858439,0.001895114,0.005021274],"category_scores_gemma":[0.01586501,0.0003743899,0.001925553,0.007037316,0.002099958,0.002485025,0.003038279,0.004240667,0.003389807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004362289,"about_ca_system_score_gemma":0.01419986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02912777,"about_ca_topic_score_gemma":0.02449253,"domain_scores_codex":[0.9943923,0.001244348,0.001867209,0.0003406547,0.00155608,0.0005993647],"domain_scores_gemma":[0.9846555,0.002853883,0.003982737,0.0004697868,0.007044381,0.0009938499],"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":[0.0002889603,0.0000776922,0.03328511,0.002396513,0.0001602749,0.0008353734,0.0007352194,0.0009492712,0.001286207,0.02566198,0.7208485,0.2134748],"study_design_scores_gemma":[0.0002618159,0.0001215793,0.07163337,0.009586167,0.0001886064,0.006807778,0.001025942,0.00100868,0.0006992245,0.01515951,0.8933684,0.0001389107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04052482,0.3837243,0.06199425,0.2037884,0.035964,0.01052237,0.09822623,0.001545934,0.1637097],"genre_scores_gemma":[0.1205064,0.2926025,0.1647793,0.04997578,0.01583907,0.01968854,0.3010393,0.001292221,0.03427687],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02912777,"threshold_uncertainty_score":0.05791646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245932665","doi":"10.1046/j.1528-1157.2001.4220282.x","title":"Proposal for a New Classification of Outcome with Respect to Epileptic Seizures Following Epilepsy Surgery","year":2001,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":881,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Hospital","funders":"","keywords":"Neurology; Epilepsy; Medicine; University hospital; Clinical neurology; Psychology; Family medicine; Psychiatry; Neuroscience","authors":[{"name":"Heinz Gregor Wieser","is_ca":false},{"name":"Warren T. Blume","is_ca":true},{"name":"D. R. Fish","is_ca":false},{"name":"Eli S. Goldensohn","is_ca":false},{"name":"A. Hufnagel","is_ca":false},{"name":"Don W. King","is_ca":false},{"name":"Michael R. Sperling","is_ca":false},{"name":"Hans O. Lüders","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0677801677818562,"gpt":0.3542643252955415,"spread":0.2864841575136853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007430113,0.001506065,0.001751604,0.005658808,0.001622395,0.003248484,0.002507845,0.001882309,0.003757964],"category_scores_gemma":[0.0186388,0.0003105436,0.003142558,0.002393209,0.00318721,0.004655362,0.002902944,0.003521803,0.0020648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203397,"about_ca_system_score_gemma":0.004069823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002594799,"about_ca_topic_score_gemma":0.00254303,"domain_scores_codex":[0.9970554,0.0006601842,0.000687353,0.0005653132,0.0005586861,0.0004731074],"domain_scores_gemma":[0.9907363,0.002313764,0.001332752,0.00067895,0.003935098,0.001003178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001046885,0.0007520097,0.3120112,0.0009116221,0.0009981854,0.002294409,0.002988673,0.008543995,0.006444136,0.2300032,0.06543708,0.3685687],"study_design_scores_gemma":[0.0006071714,0.003768221,0.1962713,0.001289281,0.001963079,0.01199315,0.006080114,0.05998167,0.003145163,0.5621986,0.1520648,0.0006374344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1833874,0.007006147,0.66589,0.06172585,0.01487372,0.001728769,0.006626445,0.002314129,0.05644758],"genre_scores_gemma":[0.7486245,0.002146855,0.2217595,0.004391029,0.005734064,0.002208411,0.00681552,0.0003947931,0.007925402],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007430113,"threshold_uncertainty_score":0.0392946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225383465","doi":"10.1111/epi.17239","title":"ILAE classification and definition of epilepsy syndromes with onset in neonates and infants: Position statement by the ILAE Task Force on Nosology and Definitions","year":2022,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":832,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Etiology; Epilepsy syndromes; Epilepsy; Nosology; Neuroimaging; Pediatrics; Medicine; Psychology; Electroencephalography; West Syndrome; Psychiatry; Genetic testing; Neuroscience; Internal medicine","authors":[{"name":"Sameer M. Zuberi","is_ca":false},{"name":"Elaine Wirrell","is_ca":false},{"name":"Elissa Yozawitz","is_ca":false},{"name":"Jo M. Wilmshurst","is_ca":false},{"name":"Nicola Specchio","is_ca":false},{"name":"Kate Riney","is_ca":false},{"name":"Ronit Pressler","is_ca":false},{"name":"Stéphane Auvin","is_ca":false},{"name":"Pauline Samia","is_ca":false},{"name":"Édouard Hirsch","is_ca":false},{"name":"Santiago Galicchio","is_ca":false},{"name":"Chahnez Triki","is_ca":false},{"name":"O. Carter Snead","is_ca":true},{"name":"Samuel Wiebe","is_ca":true},{"name":"J. Helen Cross","is_ca":false},{"name":"Paolo Tinuper","is_ca":false},{"name":"Ingrid E. Scheffer","is_ca":false},{"name":"Emilio Perucca","is_ca":false},{"name":"Solomon L. Moshé","is_ca":false},{"name":"Rima Nabbout","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03383551788156423,"gpt":0.2819658496244425,"spread":0.2481303317428783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006053004,0.001617786,0.00163747,0.008279805,0.000972392,0.002009223,0.002690518,0.002103234,0.003454814],"category_scores_gemma":[0.0147823,0.0003359823,0.002735269,0.004730941,0.001941047,0.001930872,0.003185589,0.00354986,0.002135229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650231,"about_ca_system_score_gemma":0.008676433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009105214,"about_ca_topic_score_gemma":0.006252179,"domain_scores_codex":[0.9933441,0.001658805,0.002798527,0.0003763895,0.001223177,0.0005990177],"domain_scores_gemma":[0.9878621,0.002695325,0.004011671,0.0003806534,0.004347785,0.0007023758],"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":[0.000792852,0.0001610923,0.08593602,0.008014627,0.0004432391,0.003148906,0.001667605,0.002761611,0.00380177,0.05114228,0.5351808,0.3069491],"study_design_scores_gemma":[0.0002525322,0.0002679737,0.07682043,0.01552768,0.0003441425,0.013463,0.001610474,0.002040996,0.001147991,0.02548229,0.8628272,0.0002153096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05155845,0.5490256,0.08519972,0.108023,0.02506872,0.009910136,0.05662728,0.001089501,0.1134977],"genre_scores_gemma":[0.1903977,0.3276397,0.2437752,0.0352436,0.01362251,0.02020705,0.1483425,0.000763679,0.02000812],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009105214,"threshold_uncertainty_score":0.03201169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070424142","doi":"10.1016/j.eplepsyres.2010.02.007","title":"Surgical outcomes in lesional and non-lesional epilepsy: A systematic review and meta-analysis","year":2010,"lang":"en","type":"review","venue":"Epilepsy Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":782,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"Royal University Hospital Foundation; University of Saskatchewan","keywords":"Epilepsy; Histopathology; Epilepsy surgery; Medicine; Odds ratio; Meta-analysis; Odds; Magnetic resonance imaging; Surgery; Pathology; Radiology; Internal medicine; Psychiatry; Logistic regression","authors":[{"name":"José Francisco Téllez‐Zenteno","is_ca":true},{"name":"Lizbeth Hernández‐Ronquillo","is_ca":true},{"name":"Farzad Moien‐Afshari","is_ca":true},{"name":"Samuel Wiebe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2122713383571131,"gpt":0.4877742045241306,"spread":0.2755028661670174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009201051,0.002396527,0.01668795,0.004438885,0.0005080248,0.002222351,0.001846394,0.001961017,0.003012088],"category_scores_gemma":[0.02387612,0.001709311,0.03087144,0.005634116,0.0007028388,0.001790584,0.00173101,0.001889575,0.0002343466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136407,"about_ca_system_score_gemma":0.002605752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006362977,"about_ca_topic_score_gemma":0.02045876,"domain_scores_codex":[0.993118,0.002569482,0.002350774,0.0009487732,0.0007259333,0.0002869585],"domain_scores_gemma":[0.9854389,0.01014242,0.002911574,0.0004665382,0.0008003885,0.0002402046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002445244,0.00003472427,0.007646976,0.2035708,0.7763304,0.0001482779,0.00008944816,0.0002922244,0.000195846,0.00007474208,0.0004392122,0.008732146],"study_design_scores_gemma":[0.0006813229,0.0001540369,0.00475512,0.00676958,0.9865748,0.00009816568,0.00005193209,0.00007846636,0.00006903525,0.000095652,0.000651348,0.0000205673],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0112054,0.9873896,0.0004506009,0.0001136461,0.0001331254,0.0001368861,0.0003970714,0.00001785996,0.0001558641],"genre_scores_gemma":[0.3245598,0.670817,0.002339699,0.0006657124,0.0002276837,0.0004796506,0.0005723196,0.00002799593,0.0003100892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833121,"threshold_uncertainty_score":0.0486604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979315780","doi":"10.1097/01.wco.0000063766.15877.8e","title":"The epidemiology of epilepsy revisited","year":2003,"lang":"en","type":"review","venue":"Current Opinion in Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":697,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SUDEP Aware","funders":"","keywords":"Epidemiology; Epilepsy; Incidence (geometry); Medicine; Population; Causality (physics); Demography; Pediatrics; Psychiatry; Environmental health; Pathology","authors":[{"name":"Josemir W. Sander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.228378131159398,"gpt":0.4830151278873552,"spread":0.2546369967279572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259809,0.001134398,0.002476883,0.003330448,0.0003351574,0.002231483,0.001158571,0.001958926,0.004086317],"category_scores_gemma":[0.004869288,0.0003365738,0.0009874923,0.005314027,0.001103548,0.00371096,0.001065345,0.002767904,0.00145727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676006,"about_ca_system_score_gemma":0.004472257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177822,"about_ca_topic_score_gemma":0.004394666,"domain_scores_codex":[0.9992692,0.0002183493,0.0001532111,0.0001166335,0.0001920834,0.00005058532],"domain_scores_gemma":[0.9975321,0.001504174,0.0004130602,0.00004767605,0.0004113084,0.00009159221],"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":[0.0000992241,0.00002715962,0.0007017758,0.07981419,0.0004059588,0.0005102894,0.0002952869,0.0004882189,0.0002900131,0.01277423,0.1403997,0.764194],"study_design_scores_gemma":[0.00001590759,0.0000478722,0.002602613,0.05246291,0.0003327915,0.002914228,0.0003532458,0.00007932144,0.00006049162,0.00615255,0.934949,0.00002916715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003294498,0.9971521,0.00003364876,0.001773708,0.0006599611,0.000001768361,0.0000150013,0.000003231465,0.0003276052],"genre_scores_gemma":[0.0003895934,0.997991,0.00003874388,0.0007214238,0.0007272142,0.000002175685,0.00001419896,0.000001232595,0.0001145388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004177822,"threshold_uncertainty_score":0.01367009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252035275","doi":"10.1097/00019052-200304000-00008","title":"The epidemiology of epilepsy revisited","year":2003,"lang":"en","type":"article","venue":"Current Opinion in Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":681,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SUDEP Aware","funders":"","keywords":"Epidemiology; Epilepsy; Incidence (geometry); Medicine; Population; Causality (physics); Demography; Pediatrics; Psychiatry; Environmental health; Pathology","authors":[{"name":"Josemir W. Sander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1084267129242776,"gpt":0.4141542029204417,"spread":0.3057274899961642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003019272,0.001137897,0.002568791,0.005255669,0.0005193292,0.003043483,0.001923537,0.003620823,0.004569593],"category_scores_gemma":[0.01321378,0.0003836821,0.0009035178,0.007152264,0.002325123,0.006655056,0.001305689,0.003681932,0.001690572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002822354,"about_ca_system_score_gemma":0.005533863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008598601,"about_ca_topic_score_gemma":0.00705993,"domain_scores_codex":[0.9984351,0.000587937,0.0002650654,0.0002382959,0.0003637888,0.000109933],"domain_scores_gemma":[0.9917235,0.004945724,0.001304992,0.0001720031,0.001550821,0.0003030167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001154217,0.00003545669,0.005259304,0.02097369,0.000362875,0.00183888,0.0004307686,0.001054826,0.0002139811,0.04164235,0.2509676,0.6771048],"study_design_scores_gemma":[0.00002454315,0.00006468529,0.01069234,0.03242214,0.0002187891,0.01029006,0.00105508,0.0002610641,0.00007085755,0.02749529,0.91735,0.00005512585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001772088,0.9675679,0.0002477675,0.0275456,0.003022992,0.000004692953,0.00006089944,0.00001091613,0.001362011],"genre_scores_gemma":[0.002724916,0.9820551,0.0002228868,0.007505104,0.007043581,0.000006769448,0.00006094828,0.000006329678,0.0003742583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008598601,"threshold_uncertainty_score":0.02047771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997629662","doi":"10.1002/ana.21847","title":"High‐frequency electroencephalographic oscillations correlate with outcome of epilepsy surgery","year":2009,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":680,"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":"Ictal; Epilepsy surgery; Epilepsy; Electroencephalography; Medicine; Magnetic resonance imaging; Surgery; Anesthesia; Radiology; Psychiatry","authors":[{"name":"Julia Jacobs","is_ca":true},{"name":"Maeike Zijlmans","is_ca":true},{"name":"Rina Zelmann","is_ca":true},{"name":"Claude-Édouard Châtillon","is_ca":true},{"name":"Jeffrey A. Hall","is_ca":true},{"name":"André Olivier","is_ca":true},{"name":"François Dubeau","is_ca":true},{"name":"Jean Gotman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06072885324242782,"gpt":0.3359430047517842,"spread":0.2752141515093564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001796134,0.0001734191,0.0001377747,0.0002491862,0.0001319039,0.0002170045,0.00007821561,0.0001920346,0.001410088],"category_scores_gemma":[0.002166486,0.00005565655,0.0001783165,0.0001834661,0.0002564305,0.0001912168,0.0002489335,0.0002290889,0.0002079743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009851469,"about_ca_system_score_gemma":0.0001177534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003316265,"about_ca_topic_score_gemma":0.0005245746,"domain_scores_codex":[0.999886,0.00001833239,0.00001918626,0.00001543589,0.00002824981,0.00003277841],"domain_scores_gemma":[0.9982152,0.0003680002,0.000978005,0.00005313152,0.0001318856,0.0002538631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003478409,0.00003059953,0.9931229,0.00001226653,0.00004116856,0.000205953,0.00003818706,0.000121087,0.001643502,0.000007202133,0.00005462714,0.004374667],"study_design_scores_gemma":[0.000004026391,0.000177894,0.9989636,0.000003143937,0.00001000727,0.0004285946,0.0000392132,0.00009937127,0.000218819,0.00001636762,0.00003719506,0.000001858319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995846,0.00009130129,0.00009133483,0.00001589794,0.000002599556,0.00000238344,0.00003687551,0.000002464089,0.0001725895],"genre_scores_gemma":[0.9997936,0.00003587577,0.00002736567,0.000004082027,0.000005549216,0.000002309631,0.00007352523,7.953127e-7,0.00005679281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001410088,"threshold_uncertainty_score":0.004717231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060019069","doi":"10.1111/j.1528-1167.2008.01656.x","title":"Interictal high‐frequency oscillations (80–500 Hz) are an indicator of seizure onset areas independent of spikes in the human epileptic brain","year":2008,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":630,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Ictal; Epileptogenesis; Neocortex; Epilepsy; Neuroscience; Electroencephalography; Temporal lobe; Psychology","authors":[{"name":"Julia Jacobs","is_ca":true},{"name":"Pierre LeVan","is_ca":true},{"name":"Rahul Chander","is_ca":true},{"name":"Jeffery A. Hall","is_ca":true},{"name":"François Dubeau","is_ca":true},{"name":"Jean Gotman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03323057521750909,"gpt":0.3165019271739471,"spread":0.283271351956438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105611,0.0002641081,0.0001381217,0.0005092914,0.0000689203,0.0001479723,0.00007624223,0.0001350644,0.0008124037],"category_scores_gemma":[0.0005457202,0.00006049758,0.0000949473,0.0003213728,0.000187244,0.0001554346,0.0001170167,0.0001057667,0.0001589372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007878497,"about_ca_system_score_gemma":0.00004987328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000347606,"about_ca_topic_score_gemma":0.0005426368,"domain_scores_codex":[0.9999312,0.00001072026,0.00001053747,0.00001506973,0.00002075521,0.00001175014],"domain_scores_gemma":[0.99957,0.0001259736,0.0002133101,0.00002362892,0.00002981273,0.00003734913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001560979,0.0001324237,0.6409469,0.0003527275,0.0002253647,0.002446419,0.0004706938,0.0004657176,0.2484053,0.0001385255,0.000304614,0.1045504],"study_design_scores_gemma":[0.000009865707,0.0003114135,0.9889547,0.000008118313,0.00003363696,0.00282865,0.00006968564,0.0002196918,0.007206066,0.00005446717,0.0002992745,0.00000447844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978136,0.0004791862,0.001033565,0.00001193344,0.000003102036,0.000009310862,0.0001318265,0.00002080757,0.0004966769],"genre_scores_gemma":[0.9991346,0.0002138134,0.0003888549,0.000008326894,0.000009257042,0.000006359985,0.0001133279,0.000003423045,0.0001221094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008124037,"threshold_uncertainty_score":0.002717793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980276616","doi":"10.1073/pnas.0504935102","title":"Generalized epileptic discharges show thalamocortical activation and suspension of the default state of the brain","year":2005,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":592,"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":"Neuroscience; Thalamus; Epilepsy; Posterior cingulate; Insula; Generalized epilepsy; Cerebellum; Idiopathic generalized epilepsy; Electroencephalography; Psychology; Default mode network; Cortex (anatomy); Cardiology; Medicine; Functional magnetic resonance imaging","authors":[{"name":"Jean Gotman","is_ca":true},{"name":"Christophe Grova","is_ca":true},{"name":"Andrew P. Bagshaw","is_ca":true},{"name":"Eliane Kobayashi","is_ca":true},{"name":"Yahya Aghakhani","is_ca":true},{"name":"François Dubeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04391826370669587,"gpt":0.3388352833172631,"spread":0.2949170196105672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001203715,0.0003041745,0.000209371,0.0003240871,0.0001293663,0.0001700173,0.0000897459,0.0001948897,0.0009362873],"category_scores_gemma":[0.0005880455,0.0001015916,0.0001339697,0.0001703761,0.0003415755,0.0002022343,0.000231087,0.000153556,0.0001074145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009404002,"about_ca_system_score_gemma":0.00009012376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003983695,"about_ca_topic_score_gemma":0.0007383652,"domain_scores_codex":[0.9999162,0.00001611216,0.00001039621,0.0000219788,0.00001512544,0.00002023091],"domain_scores_gemma":[0.9997965,0.00003990576,0.00009425911,0.00001923326,0.00001476547,0.0000353159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001870366,0.0002049256,0.786719,0.0001523485,0.0001977164,0.02033799,0.001489217,0.0004363849,0.1432359,0.000295634,0.000273751,0.04478673],"study_design_scores_gemma":[0.00006693646,0.000961432,0.9659162,0.000007187582,0.00005554464,0.02863474,0.0003515501,0.0002460438,0.003176609,0.0002811189,0.0002928272,0.000009952434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996376,0.0000541357,0.0001413011,0.00000794694,6.319869e-7,0.000002763158,0.0000103838,0.00000550099,0.0001398343],"genre_scores_gemma":[0.9997711,0.00003351966,0.00009357271,0.00001011257,0.000003267544,0.000002387279,0.00003076562,0.000001696265,0.00005372712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009362873,"threshold_uncertainty_score":0.003132224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128463839","doi":"10.1016/j.expneurol.2011.09.033","title":"Epilepsy and brain inflammation","year":2011,"lang":"en","type":"review","venue":"Experimental Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":587,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Proinflammatory cytokine; Neuroscience; Microglia; Inflammation; Glutamate receptor; Context (archaeology); Biology; Astrocyte; Neurogenesis; Epilepsy; Paracrine signalling; Cell biology; Central nervous system; Receptor; Immunology","authors":[{"name":"Annamaria Vezzani","is_ca":false},{"name":"Eleonora Aronica","is_ca":false},{"name":"Andréy Mazarati","is_ca":false},{"name":"Quentin J. Pittman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05856610482011622,"gpt":0.3748043079574354,"spread":0.3162382031373192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005174811,0.001490202,0.00235328,0.003359218,0.0003006104,0.001299084,0.0006991646,0.001236686,0.006113189],"category_scores_gemma":[0.0007599088,0.0004559281,0.000487305,0.003651598,0.0006933325,0.001806739,0.001024936,0.00182562,0.002341663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005980346,"about_ca_system_score_gemma":0.001919497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472661,"about_ca_topic_score_gemma":0.005310721,"domain_scores_codex":[0.9997854,0.00003917628,0.00005292433,0.00002871434,0.00006967335,0.0000240803],"domain_scores_gemma":[0.9996897,0.000130766,0.00008451959,0.00001010553,0.00005742289,0.00002753394],"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":[0.0001845727,0.0000997539,0.0001848248,0.03395981,0.0001770964,0.000259092,0.00006601861,0.0002560923,0.001303915,0.00180281,0.03781947,0.9238865],"study_design_scores_gemma":[0.0001102819,0.0001813806,0.001529383,0.01138134,0.0005645576,0.00193223,0.0001298787,0.0001004262,0.0004521488,0.002267403,0.9813172,0.00003386157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005256592,0.9990026,0.00003666145,0.0001630958,0.0001665408,0.000004222379,0.00001203378,0.000003418545,0.0005589525],"genre_scores_gemma":[0.0004729876,0.9985675,0.0000820519,0.0001763756,0.0002286672,0.000005138397,0.00001939965,5.992463e-7,0.0004473228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006113189,"threshold_uncertainty_score":0.02045071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1491112993","doi":"10.1111/j.1528-1167.2011.03022.x","title":"Neuropsychological outcomes after epilepsy surgery: Systematic review and pooled estimates","year":2011,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":534,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; Alberta Children's Hospital; University of Saskatchewan; University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research; Milken Family Foundation; Alberta Health Services; Alberta Heritage Foundation for Medical Research; University of Calgary; American Epilepsy Society","keywords":"Epilepsy surgery; Neuropsychology; Epilepsy; Verbal fluency test; Cognition; Neuropsychological assessment; Cognitive decline; Executive functions; Psychology; Verbal memory; Cognitive reserve; Meta-analysis; Verbal learning; Medicine; Psychiatry; Clinical psychology; Internal medicine; Disease; Dementia; Cognitive impairment","authors":[{"name":"Elisabeth M. S. Sherman","is_ca":true},{"name":"Samuel Wiebe","is_ca":true},{"name":"Taryn B. Fay‐McClymont","is_ca":true},{"name":"José Francisco Téllez‐Zenteno","is_ca":true},{"name":"Amy Metcalfe","is_ca":true},{"name":"Lizbeth Hernández‐Ronquillo","is_ca":true},{"name":"Walter Hader","is_ca":true},{"name":"Nathalie Jetté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06875038390349207,"gpt":0.3709480895921157,"spread":0.3021977056886236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02972826,0.003294028,0.02007534,0.01570624,0.0005335435,0.004121511,0.002339236,0.002313881,0.003451086],"category_scores_gemma":[0.08567194,0.001605571,0.03336746,0.01545487,0.001116702,0.002828922,0.002519871,0.002036423,0.0003621796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003761345,"about_ca_system_score_gemma":0.005588277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006914,"about_ca_topic_score_gemma":0.01389148,"domain_scores_codex":[0.9720361,0.01088861,0.01101832,0.002364816,0.003117378,0.0005748025],"domain_scores_gemma":[0.9356253,0.04620692,0.01194317,0.001353415,0.004481877,0.0003891741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006384802,0.00001439246,0.002546853,0.6941857,0.2904732,0.0001085028,0.0001130225,0.0004049464,0.0001290137,0.0001899369,0.0006981106,0.01049788],"study_design_scores_gemma":[0.000605554,0.0002269143,0.006418901,0.1303621,0.8579186,0.0002270364,0.0001471645,0.0002126013,0.0001906251,0.0004611168,0.003188788,0.00004053931],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003560291,0.9921143,0.001081526,0.0001883488,0.0001429964,0.0007846364,0.001727314,0.00003001841,0.0003707021],"genre_scores_gemma":[0.1211396,0.8665249,0.00420658,0.0007840761,0.0002512066,0.004607797,0.002115238,0.00004699022,0.0003235952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02972826,"threshold_uncertainty_score":0.1572199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793978211","doi":"10.1093/brain/awx341","title":"Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study","year":2017,"lang":"en","type":"article","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":531,"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; Engineering and Physical Sciences Research Council; Fonds de Recherche du Québec - Santé; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; School of Medicine, New York University; National Institutes of Health; Epilepsy Society; National Institute of Mental Health; Saastamoisen säätiö; Regione Emilia-Romagna; Natural Sciences and Engineering Research Council of Canada; Xiamen University; University College London Hospitals NHS Foundation Trust; Università Degli Studi di Modena e Reggio Emila; Universidad Nacional Autónoma de México; Hospital for Sick Children; Epilepsy Research UK; Ministero della Salute; National Natural Science Foundation of China; Kuopion Yliopistollinen Sairaala; National Health and Medical Research Council; Fundação de Amparo à Pesquisa do Estado de São Paulo; Universidade Estadual de Campinas; Itä-Suomen Yliopisto; Cardiff University; Medical Research Council; University of Liverpool; King's College London; University of California, San Diego; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ohio State University; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; South London and Maudsley NHS Foundation Trust; National Institute for Health and Care Research; Finding A Cure for Epilepsy and Seizures; European Commission; Morris and Alma Schapiro Fund; National Science Foundation; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Health and Care Research Wales","keywords":"Neuroscience; Epilepsy; Medicine; Psychology","authors":[{"name":"Christopher D. Whelan","is_ca":false},{"name":"André Altmann","is_ca":false},{"name":"Juan A. Botía","is_ca":false},{"name":"Neda Jahanshad","is_ca":false},{"name":"Derrek P. Hibar","is_ca":false},{"name":"Julie Absil","is_ca":false},{"name":"Saud Alhusaini","is_ca":true},{"name":"Marina K. M. Alvim","is_ca":false},{"name":"Pia Auvinen","is_ca":false},{"name":"Emanuele Bartolini","is_ca":false},{"name":"Felipe P. G. Bergo","is_ca":false},{"name":"Tauana Bernardes","is_ca":false},{"name":"Karen Blackmon","is_ca":false},{"name":"Bárbara Braga","is_ca":false},{"name":"Maria Eugenia Caligiuri","is_ca":false},{"name":"Anna Calvo","is_ca":false},{"name":"Sarah J. A. Carr","is_ca":false},{"name":"Jian Chen","is_ca":false},{"name":"Shuai Chen","is_ca":false},{"name":"Andrea Cherubini","is_ca":false},{"name":"Philippe David","is_ca":false},{"name":"Martin Domín","is_ca":false},{"name":"Sonya Foley","is_ca":false},{"name":"Wendy França","is_ca":false},{"name":"Gerrit Haaker","is_ca":false},{"name":"Dmitry Isaev","is_ca":false},{"name":"Simon S. Keller","is_ca":false},{"name":"Raviteja Kotikalapudi","is_ca":false},{"name":"Magdalena Kowalczyk","is_ca":false},{"name":"Ruben Kuzniecky","is_ca":false},{"name":"Sönke Langner","is_ca":false},{"name":"Matteo Lenge","is_ca":false},{"name":"Kelly M. Leyden","is_ca":false},{"name":"Min Liu","is_ca":true},{"name":"Richard Q. Loi","is_ca":false},{"name":"Pascal Martin","is_ca":false},{"name":"Mario Mascalchi","is_ca":false},{"name":"Márcia Elisabete Morita","is_ca":false},{"name":"José C. Pariente","is_ca":false},{"name":"Raúl Rodríguez‐Cruces","is_ca":false},{"name":"Christian Rummel","is_ca":false},{"name":"Taavi Saavalainen","is_ca":false},{"name":"Mira Semmelroch","is_ca":false},{"name":"Mariasavina Severino","is_ca":false},{"name":"Rhys H. Thomas","is_ca":false},{"name":"Manuela Tondelli","is_ca":false},{"name":"Domenico Tortora","is_ca":false},{"name":"Anna Elisabetta Vaudano","is_ca":false},{"name":"Lucy Vivash","is_ca":false},{"name":"Felix von Podewils","is_ca":false},{"name":"Jan Wagner","is_ca":false},{"name":"Bernd Weber","is_ca":false},{"name":"Yi Yao","is_ca":false},{"name":"Clarissa Lin Yasuda","is_ca":false},{"name":"Guohao Zhang","is_ca":false},{"name":"Núria Bargalló","is_ca":false},{"name":"Benjamin Bender","is_ca":false},{"name":"Neda Bernasconi","is_ca":true},{"name":"Andrea Bernasconi","is_ca":true},{"name":"Boris C. Bernhardt","is_ca":true},{"name":"Ingmar Blümcke","is_ca":false},{"name":"Chad Carlson","is_ca":false},{"name":"Gianpiero L. Cavalleri","is_ca":false},{"name":"Fernando Cendes","is_ca":false},{"name":"Luis Concha","is_ca":false},{"name":"Norman Delanty","is_ca":false},{"name":"Chantal Depondt","is_ca":false},{"name":"Orrin Devinsky","is_ca":false},{"name":"Colin P. Doherty","is_ca":false},{"name":"Niels K. Focke","is_ca":false},{"name":"Antonio Gambardella","is_ca":false},{"name":"Renzo Guerrini","is_ca":false},{"name":"Khalid Hamandi","is_ca":false},{"name":"Graeme D. Jackson","is_ca":false},{"name":"Reetta Kälviäinen","is_ca":false},{"name":"Peter Kochunov","is_ca":false},{"name":"Patrick Kwan","is_ca":false},{"name":"Angelo Labate","is_ca":false},{"name":"Carrie R. McDonald","is_ca":false},{"name":"Stefano Meletti","is_ca":false},{"name":"Terence J. O’Brien","is_ca":false},{"name":"Sébastien Ourselin","is_ca":false},{"name":"Mark P. Richardson","is_ca":false},{"name":"Pasquale Striano","is_ca":false},{"name":"Thomas Thesen","is_ca":false},{"name":"Roland Wiest","is_ca":false},{"name":"Junsong Zhang","is_ca":false},{"name":"Annamaria Vezzani","is_ca":false},{"name":"Mina Ryten","is_ca":false},{"name":"Paul M. Thompson","is_ca":false},{"name":"Sanjay M. Sisodiya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04988181153724389,"gpt":0.3792822497821035,"spread":0.3294004382448597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006379014,0.001213301,0.002404724,0.003653302,0.0006594635,0.001913435,0.00125458,0.001015796,0.001346739],"category_scores_gemma":[0.007237374,0.0005866868,0.003802012,0.005737753,0.001069707,0.0009645613,0.002375013,0.0007238538,0.0001646658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660253,"about_ca_system_score_gemma":0.0005891813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165688,"about_ca_topic_score_gemma":0.01261803,"domain_scores_codex":[0.9970902,0.0009869225,0.0004783887,0.001079701,0.0002168384,0.0001478967],"domain_scores_gemma":[0.9938998,0.00156988,0.002630106,0.0009222903,0.0007184311,0.0002594084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002429961,0.00004439056,0.8541529,0.004450406,0.1144067,0.0009130046,0.0008783092,0.00053508,0.001726336,0.0004549838,0.00127567,0.01873223],"study_design_scores_gemma":[0.0002318464,0.000199499,0.9558194,0.0008365981,0.03765812,0.001111282,0.0005116664,0.0002245637,0.0002477393,0.0005545223,0.002569333,0.00003546566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650235,0.129046,0.0008507977,0.0007901722,0.00007168546,0.0000572801,0.003089467,0.0000204096,0.001050673],"genre_scores_gemma":[0.9888747,0.008178601,0.0004997498,0.0002416184,0.00008042774,0.00007507666,0.001867263,0.00001743704,0.0001652486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165688,"threshold_uncertainty_score":0.03373581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011278122","doi":"10.1093/brain/awm002","title":"The spectrum of SCN1A-related infantile epileptic encephalopathies","year":2007,"lang":"en","type":"article","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":530,"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; McGill University","funders":"","keywords":"Dravet syndrome; Myoclonic epilepsy; Epilepsy; Pediatrics; Medicine; Epilepsy syndromes; Psychiatry","authors":[{"name":"Louise A. Harkin","is_ca":false},{"name":"Jacinta M. McMahon","is_ca":false},{"name":"Xenia Iona","is_ca":false},{"name":"Leanne M. Dibbens","is_ca":false},{"name":"James T. Pelekanos","is_ca":false},{"name":"Sameer M. Zuberi","is_ca":false},{"name":"Lynette G. Sadleir","is_ca":false},{"name":"Eva Andermann","is_ca":true},{"name":"Deepak Gill","is_ca":false},{"name":"K Farrell","is_ca":true},{"name":"Mary Connolly","is_ca":true},{"name":"Thorsten Stanley","is_ca":false},{"name":"Michael Harbord","is_ca":false},{"name":"Frédérick Andermann","is_ca":true},{"name":"Jing Wang","is_ca":false},{"name":"Sat Dev Batish","is_ca":false},{"name":"Jeffrey G. Jones","is_ca":false},{"name":"William Seltzer","is_ca":false},{"name":"Alison Gardner","is_ca":false},{"name":"Grant Sutherland","is_ca":false},{"name":"Samuel F. Berkovic","is_ca":false},{"name":"John C. Mulley","is_ca":false},{"name":"Ingrid E. Scheffer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009124662858114013,"gpt":0.2911562538884868,"spread":0.2820315910303727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002568027,0.0003746881,0.0003275065,0.0006958012,0.000177968,0.0001166722,0.0001177728,0.0002119041,0.00109455],"category_scores_gemma":[0.001321908,0.000122674,0.0001151774,0.0002249803,0.0002771174,0.0001796105,0.0003307876,0.0001648369,0.0001665305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032267,"about_ca_system_score_gemma":0.00007577957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003294164,"about_ca_topic_score_gemma":0.0004750308,"domain_scores_codex":[0.999791,0.0000627706,0.00002774339,0.00003861759,0.00004512087,0.0000347405],"domain_scores_gemma":[0.9996822,0.0001167915,0.00009701908,0.00002250509,0.00002445904,0.00005709482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008305105,0.0001515729,0.783768,0.0001103336,0.0001251085,0.04755626,0.0008337593,0.0006242878,0.107586,0.0006417032,0.0006804815,0.05709188],"study_design_scores_gemma":[0.00003723625,0.0003700959,0.8051912,0.00003081599,0.00005087555,0.1857725,0.0002827225,0.0005460624,0.005788001,0.0006660992,0.00125369,0.00001074172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983128,0.0007199081,0.0002906429,0.00004526152,0.000001588245,0.000004786839,0.00004931093,0.000009781854,0.000565847],"genre_scores_gemma":[0.9993407,0.0002648685,0.000190238,0.00003323169,0.000006714001,0.000003550963,0.00008238849,0.00000294582,0.00007543907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00109455,"threshold_uncertainty_score":0.003661633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973855259","doi":"10.1155/2012/630853","title":"A Review of the Epidemiology of Temporal Lobe Epilepsy","year":2011,"lang":"en","type":"review","venue":"Epilepsy Research and Treatment","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":530,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"Royal University Hospital Foundation; University of Saskatchewan","keywords":"Epilepsy; Epidemiology; Medicine; Semiology; Temporal lobe; Neuroimaging; Population; Epilepsy syndromes; Pediatrics; Psychiatry; Pathology; Environmental health","authors":[{"name":"José Francisco Téllez‐Zenteno","is_ca":true},{"name":"Lizbeth Hernández‐Ronquillo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2858602762034143,"gpt":0.4746648931590953,"spread":0.188804616955681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067857,0.001197716,0.002220954,0.006988653,0.0002926326,0.00108578,0.001038122,0.0007083893,0.003913574],"category_scores_gemma":[0.003526794,0.0005073035,0.001119441,0.01222623,0.0004043468,0.001819117,0.0006000306,0.0006771229,0.0008884468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011353,"about_ca_system_score_gemma":0.00332529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006489459,"about_ca_topic_score_gemma":0.009407246,"domain_scores_codex":[0.9991505,0.0001925758,0.00030606,0.0001164321,0.0002027072,0.0000315946],"domain_scores_gemma":[0.998342,0.0008939435,0.0003559054,0.00002864384,0.0003331032,0.00004634342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009055281,0.00004318186,0.001441591,0.184051,0.0007085414,0.0004495544,0.0002675588,0.0003223513,0.0004021498,0.00153251,0.03631106,0.7743799],"study_design_scores_gemma":[0.00004895423,0.0001607076,0.01946955,0.1332834,0.00267578,0.006437926,0.0005992183,0.0001362666,0.000291664,0.001864824,0.8349583,0.00007347239],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000106885,0.9993557,0.00003969233,0.0001430754,0.00006622026,0.000005532464,0.0000513558,0.00000242213,0.000229143],"genre_scores_gemma":[0.0003731964,0.9993319,0.00009791425,0.00005297267,0.00004450887,0.000005360657,0.00003204784,4.614576e-7,0.00006155577],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006988653,"threshold_uncertainty_score":0.01309222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793411159","doi":"10.1111/epi.14016","title":"Proposed consensus definitions for new‐onset refractory status epilepticus (NORSE), febrile infection‐related epilepsy syndrome (FIRES), and related conditions","year":2018,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":518,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Hospital for Sick Children; SickKids Foundation; University of Toronto; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Status epilepticus; Epilepsy; Medicine; Epilepsy syndromes; Refractory (planetary science); Neurointensive care; Intensive care medicine; Pediatrics; Consensus conference; Psychiatry; Internal medicine","authors":[{"name":"Lawrence J. Hirsch","is_ca":false},{"name":"Nicolas Gaspard","is_ca":false},{"name":"Andreas van Baalen","is_ca":false},{"name":"Rima Nabbout","is_ca":false},{"name":"Sophie Demeret","is_ca":false},{"name":"Tobias Loddenkemper","is_ca":false},{"name":"Vincent Navarro","is_ca":false},{"name":"Nicola Specchio","is_ca":false},{"name":"Lieven Lagae","is_ca":false},{"name":"Andrea O. Rossetti","is_ca":false},{"name":"Sara E. Hocker","is_ca":false},{"name":"Teneille Gofton","is_ca":true},{"name":"Nicholas S. Abend","is_ca":false},{"name":"Emily J. Gilmore","is_ca":false},{"name":"Cecil D. Hahn","is_ca":true},{"name":"Houman Khosravani","is_ca":true},{"name":"Felix Rosenow","is_ca":false},{"name":"Eugen Trinka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06870080880341224,"gpt":0.358369498498931,"spread":0.2896686896955188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1215693,0.002295872,0.003286729,0.01408818,0.004395889,0.005588041,0.01168519,0.007656294,0.003283117],"category_scores_gemma":[0.1805503,0.001260106,0.006178951,0.006678595,0.005284418,0.006617038,0.009483657,0.01050468,0.00198193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008721998,"about_ca_system_score_gemma":0.03426131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007571876,"about_ca_topic_score_gemma":0.008495371,"domain_scores_codex":[0.892638,0.04178828,0.04411232,0.004082478,0.01373218,0.003646644],"domain_scores_gemma":[0.7772535,0.05641101,0.02246061,0.006731277,0.1277171,0.00942638],"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":[0.0008131257,0.0006318047,0.02478541,0.02552198,0.0007359646,0.003023064,0.01121237,0.0037619,0.003816295,0.1037276,0.4499081,0.3720626],"study_design_scores_gemma":[0.0008780111,0.0007677956,0.02427287,0.06498501,0.001369636,0.01111996,0.01154937,0.006462842,0.003458136,0.08807204,0.7863671,0.0006972794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03806182,0.1759991,0.2239902,0.3637847,0.07960743,0.03082898,0.008825786,0.001184137,0.07771777],"genre_scores_gemma":[0.1393018,0.08332878,0.6208466,0.05915577,0.0134645,0.04005833,0.0312772,0.0005483528,0.01201866],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1215693,"threshold_uncertainty_score":0.6429274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146715499","doi":"10.1136/bmj.324.7350.1350","title":"Physicians' and patients' choices in evidence based practice","year":2002,"lang":"en","type":"editorial","venue":"BMJ","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":515,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Pyrethroid; Deltamethrin; Knockdown resistance; Transmembrane domain; Linker; Helix (gastropod); Stereochemistry; Sodium channel; Chemistry; Transmembrane protein; Ligand (biochemistry); Mutagenesis; Biology; Sodium; Receptor; Biochemistry; Mutation; Pesticide; Computer science; Gene","authors":[{"name":"R. Brian Haynes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02749091292414902,"gpt":0.3716472846378899,"spread":0.3441563717137409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01342122,0.0004002435,0.000793486,0.00114739,0.002370593,0.00588465,0.001647776,0.008626927,0.07556804],"category_scores_gemma":[0.08723395,0.0004358243,0.0006803128,0.001030167,0.002643597,0.005423362,0.00654515,0.007697636,0.01748478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003042283,"about_ca_system_score_gemma":0.009384926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133479,"about_ca_topic_score_gemma":0.002305058,"domain_scores_codex":[0.9865371,0.008193121,0.001037418,0.001077051,0.002022729,0.001132648],"domain_scores_gemma":[0.9466218,0.02181421,0.003547195,0.002269663,0.006368398,0.01937877],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002193917,0.0003397013,0.01026795,0.0008991146,0.0001014508,0.002419331,0.001912354,0.0006278672,0.0002342433,0.02631875,0.5967824,0.3598775],"study_design_scores_gemma":[0.000298538,0.000234977,0.00906045,0.005898565,0.00006335598,0.005302834,0.004726883,0.0004939868,0.000183962,0.09916057,0.8744752,0.0001007169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.006322001,0.01978765,0.006544944,0.8560932,0.004477669,0.0001940959,0.0003792884,0.0001876807,0.1060135],"genre_scores_gemma":[0.2406219,0.05524299,0.03993241,0.6005058,0.01627293,0.001102993,0.0009162064,0.0004456368,0.04495915],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9865788,"threshold_uncertainty_score":0.2528003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006513289","doi":"10.3805/jjes.37.6","title":"ILAE classification of the epilepsies: Position paper of the ILAE Commission for Classification and Terminology","year":2019,"lang":"en","type":"article","venue":"Journal of the Japan Epilepsy Society","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":511,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Terminology; Medicine; Linguistics","authors":[{"name":"Ingrid E. Scheffer","is_ca":false},{"name":"Samuel F. Berkovic","is_ca":false},{"name":"Giuseppe Capovilla","is_ca":false},{"name":"Mary Connolly","is_ca":true},{"name":"Jacqueline A. French","is_ca":false},{"name":"Laura Maria de Figueiredo Ferreira Guilhoto","is_ca":false},{"name":"Édouard Hirsch","is_ca":false},{"name":"Gary W. Mathern","is_ca":false},{"name":"Solomon L. Moshé","is_ca":false},{"name":"Douglas R. Nordli","is_ca":false},{"name":"Emilio Perucca","is_ca":false},{"name":"Torbjörn Tomson","is_ca":false},{"name":"Samuel Wiebe","is_ca":true},{"name":"Sameer M. Zuberi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02838003995381098,"gpt":0.3001640618974392,"spread":0.2717840219436282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03013186,0.002008007,0.004024112,0.01094809,0.001890928,0.00875133,0.005043763,0.004750366,0.003539142],"category_scores_gemma":[0.06800889,0.0007963428,0.005037182,0.0110238,0.004530915,0.006642966,0.00508109,0.0128833,0.004392549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00918636,"about_ca_system_score_gemma":0.04065546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02603976,"about_ca_topic_score_gemma":0.01678495,"domain_scores_codex":[0.9754411,0.007577274,0.007305022,0.001039456,0.006830124,0.001807023],"domain_scores_gemma":[0.9281225,0.01753525,0.009422357,0.002520927,0.03938516,0.003013757],"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":[0.0004791932,0.0001443234,0.01291469,0.003340002,0.0003779588,0.0003107943,0.001100598,0.001867249,0.001576918,0.02892632,0.72794,0.2210219],"study_design_scores_gemma":[0.0003706146,0.0001980366,0.03375932,0.0138757,0.0005757856,0.001580926,0.00171034,0.001742802,0.00148114,0.02801112,0.9164035,0.0002908269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.009985718,0.3471372,0.06913707,0.3680918,0.09563341,0.003779125,0.01709141,0.001056955,0.08808734],"genre_scores_gemma":[0.1192507,0.3040362,0.2801859,0.117196,0.06075857,0.0138995,0.06533266,0.001950842,0.03738964],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03013186,"threshold_uncertainty_score":0.1593544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171987398","doi":"10.1684/epd.2015.0736","title":"Incidence, prevalence and aetiology of seizures and epilepsy in children","year":2015,"lang":"en","type":"review","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":491,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Epilepsy; Incidence (geometry); Medicine; Epilepsy in children; Etiology; Pediatrics; Epidemiology; Prevalence; Population; Rural area; Psychiatry; Environmental health; Pathology","authors":[{"name":"Peter Camfield","is_ca":true},{"name":"Carol Camfield","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02425590673314046,"gpt":0.3484060593289146,"spread":0.3241501525957742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00181546,0.000620936,0.001942397,0.008450164,0.0002552799,0.001280919,0.0007994941,0.0008841383,0.001766297],"category_scores_gemma":[0.01066742,0.0003910245,0.001322617,0.009385738,0.0005890238,0.001475382,0.0006856377,0.000557682,0.0002431348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223873,"about_ca_system_score_gemma":0.002506796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008640718,"about_ca_topic_score_gemma":0.01406993,"domain_scores_codex":[0.9971957,0.0005954382,0.001062143,0.0003370506,0.0006966913,0.0001129221],"domain_scores_gemma":[0.9915562,0.003960798,0.003370319,0.00008422034,0.000925118,0.000103313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003436926,0.0000408786,0.1218724,0.6488592,0.006133542,0.001223942,0.001133922,0.0002542195,0.0004494089,0.0008242484,0.01369947,0.2051651],"study_design_scores_gemma":[0.0001127498,0.0003150397,0.4358499,0.4261252,0.02109341,0.01373476,0.003160943,0.0001779281,0.0004116781,0.0009438448,0.0979704,0.0001041455],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0031546,0.9956117,0.00003507992,0.0002172758,0.000077504,0.00001956969,0.0005936046,0.000002821298,0.0002878873],"genre_scores_gemma":[0.02138725,0.9773852,0.0002344292,0.000263901,0.0001598857,0.00003660695,0.0004660774,0.00000181866,0.00006478691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008640718,"threshold_uncertainty_score":0.0171808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137728866","doi":"10.1016/s1474-4422(08)70292-8","title":"Lennox-Gastaut syndrome: a consensus approach on diagnosis, assessment, management, and trial methodology","year":2008,"lang":"en","type":"review","venue":"The Lancet Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":478,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"Johnson and Johnson; National Institutes of Health; Shire; GlaxoSmithKline; AstraZeneca; Novartis; Pfizer; National Institute of Neurological Disorders and Stroke; Eisai; Abbott Laboratories","keywords":"Lennox–Gastaut syndrome; Pathognomonic; Pediatrics; Epilepsy syndromes; Medicine; Intensive care medicine; Epilepsy; Psychiatry; Psychology; Disease; Internal medicine","authors":[{"name":"Alexis Arzimanoglou","is_ca":false},{"name":"Jacqueline A. French","is_ca":false},{"name":"Warren T. Blume","is_ca":true},{"name":"J. Helen Cross","is_ca":false},{"name":"Jan‐Peter Ernst","is_ca":false},{"name":"Martha Feucht","is_ca":false},{"name":"Pierre Genton","is_ca":false},{"name":"Renzo Guerrini","is_ca":false},{"name":"Gerhard Kluger","is_ca":false},{"name":"John M. Pellock","is_ca":false},{"name":"Emilio Perucca","is_ca":false},{"name":"James W. Wheless","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.314090855969791,"gpt":0.4571949109034185,"spread":0.1431040549336275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2086352,0.002144561,0.01676472,0.004669336,0.001358875,0.006828561,0.009760592,0.008307104,0.002477061],"category_scores_gemma":[0.3096135,0.001342642,0.007007172,0.004310316,0.002847474,0.005749023,0.004621197,0.007378366,0.0008466299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008450468,"about_ca_system_score_gemma":0.02410775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066766,"about_ca_topic_score_gemma":0.005264797,"domain_scores_codex":[0.8707784,0.08243825,0.02962591,0.005119952,0.01102736,0.001010079],"domain_scores_gemma":[0.6989422,0.2587633,0.01763229,0.005520738,0.01726633,0.001875155],"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":[0.001290953,0.00007805008,0.00149507,0.1722352,0.008964738,0.0001336699,0.0005647889,0.001525342,0.0003554674,0.01952545,0.0276581,0.7661731],"study_design_scores_gemma":[0.006261358,0.0006111266,0.004586931,0.5804932,0.03972727,0.000965667,0.0009119113,0.005722146,0.001366616,0.112266,0.2467446,0.0003433148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005159529,0.955162,0.01277281,0.02595356,0.002390415,0.001823445,0.0002922703,0.00005680542,0.001032856],"genre_scores_gemma":[0.02724122,0.8435066,0.09493557,0.02001061,0.003031687,0.009755709,0.0007609113,0.00009368035,0.0006639698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2086352,"threshold_uncertainty_score":0.9758937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134273344","doi":"10.1093/brain/awg034","title":"Mesial temporal damage in temporal lobe epilepsy: a volumetric MRI study of the hippocampus, amygdala and parahippocampal region","year":2003,"lang":"en","type":"article","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":477,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"Canadian Institutes of Health Research; Savoy Foundation","keywords":"Perirhinal cortex; Entorhinal cortex; Temporal lobe; Hippocampus; Hippocampal formation; Neuroscience; Parahippocampal gyrus; Atrophy; Psychology; Cortex (anatomy); Epilepsy; Anatomy; Medicine; Pathology","authors":[{"name":"Neda Bernasconi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02308091235463193,"gpt":0.2920233290535933,"spread":0.2689424166989614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661762,0.0002402112,0.000152844,0.0006482179,0.0001087231,0.0001822812,0.0001369546,0.0002170764,0.0006976913],"category_scores_gemma":[0.0006954601,0.0002358512,0.0001443783,0.0001937345,0.0004911253,0.0002870481,0.0002557164,0.0001278229,0.0001211926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597851,"about_ca_system_score_gemma":0.0001427909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124362,"about_ca_topic_score_gemma":0.001639584,"domain_scores_codex":[0.9999188,0.00001968862,0.000009836914,0.00002033831,0.00001708175,0.00001425749],"domain_scores_gemma":[0.999844,0.00003187007,0.00006940559,0.00001890635,0.00001488214,0.00002094817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002162874,0.0002368216,0.7009218,0.0002247675,0.0003307857,0.007948747,0.002486101,0.001253682,0.2493019,0.0003231392,0.0002478775,0.0345615],"study_design_scores_gemma":[0.00004070163,0.0003640895,0.9892993,0.000006175364,0.00004427936,0.007627572,0.0001947188,0.0003690715,0.001772624,0.00008957249,0.000184802,0.000007174322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995428,0.0001252636,0.0001181692,0.00001100928,7.572725e-7,0.000003764396,0.00002106838,0.000003209968,0.0001740144],"genre_scores_gemma":[0.9996567,0.0000907014,0.0001185846,0.000008844121,0.000003951197,0.00000377302,0.00004540187,0.000001638584,0.00007042522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00124362,"threshold_uncertainty_score":0.002472699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141554976","doi":"10.1093/brain/awt299","title":"Intracranial electroencephalographic seizure-onset patterns: effect of underlying pathology","year":2013,"lang":"en","type":"article","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":470,"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":"Ictal; Cortical dysplasia; Epilepsy; Tuberous sclerosis; Electroencephalography; Magnetic resonance imaging; Pathology; Medicine; Atrophy; Hippocampal sclerosis; Psychology; Neuroscience; Temporal lobe; Radiology","authors":[{"name":"Piero Perucca","is_ca":true},{"name":"François Dubeau","is_ca":true},{"name":"Jean Gotman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01478570189579945,"gpt":0.3065463222901141,"spread":0.2917606203943146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008138795,0.0004415908,0.0007222535,0.0006578242,0.0001572759,0.0004615258,0.0001849555,0.000266972,0.001260681],"category_scores_gemma":[0.004407231,0.0001850923,0.0004055825,0.0005619774,0.0004325166,0.0004602482,0.0003459537,0.0002360487,0.0002814149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161646,"about_ca_system_score_gemma":0.000159845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004523329,"about_ca_topic_score_gemma":0.0008068491,"domain_scores_codex":[0.9992564,0.000267214,0.0001048131,0.0001438037,0.0001499441,0.00007772506],"domain_scores_gemma":[0.9960471,0.002327857,0.0007619588,0.0003325822,0.0002449229,0.0002855346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005312996,0.0001234108,0.8844085,0.000104818,0.0003912921,0.002729985,0.0003591219,0.000388992,0.08513322,0.0000453836,0.00009865441,0.02090355],"study_design_scores_gemma":[0.00001164794,0.000245935,0.9975984,0.000003851529,0.00004456767,0.0009920495,0.00004396657,0.0001321809,0.0008470277,0.00001539141,0.00006198937,0.000003047603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985569,0.0004399239,0.0003815045,0.00001576022,0.000004206122,0.00001442473,0.00008208109,0.00001116198,0.0004941418],"genre_scores_gemma":[0.9994853,0.0001261197,0.0001716021,0.000008800826,0.00001178611,0.000007607521,0.00009013894,0.000009867442,0.0000887853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001260681,"threshold_uncertainty_score":0.00430429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947216926","doi":"10.1111/epi.15612","title":"Recommendations for the use of structural magnetic resonance imaging in the care of patients with epilepsy: A consensus report from the International League Against Epilepsy Neuroimaging Task Force","year":2019,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":466,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Hotchkiss Brain Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Neuroimaging; Epilepsy; Magnetic resonance imaging; Epilepsy surgery; Medicine; Protocol (science); Set (abstract data type); Physical medicine and rehabilitation; Medical physics; Psychology; Radiology; Computer science; Psychiatry; Pathology","authors":[{"name":"Andrea Bernasconi","is_ca":true},{"name":"Fernando Cendes","is_ca":false},{"name":"William H. Theodore","is_ca":false},{"name":"Ravnoor Gill","is_ca":true},{"name":"Matthias J. Koepp","is_ca":false},{"name":"R. Edward Hogan","is_ca":false},{"name":"Graeme D. Jackson","is_ca":false},{"name":"Paolo Federico","is_ca":true},{"name":"Angelo Labate","is_ca":false},{"name":"Anna Elisabetta Vaudano","is_ca":false},{"name":"Ingmar Blümcke","is_ca":false},{"name":"Philippe Ryvlin","is_ca":false},{"name":"Neda Bernasconi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07327631116385709,"gpt":0.3433682427340244,"spread":0.2700919315701674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04323618,0.001434727,0.00219438,0.005815015,0.002384172,0.004331311,0.008039284,0.01227762,0.005919197],"category_scores_gemma":[0.1167492,0.001316096,0.005144436,0.003987168,0.002564519,0.005754171,0.004962459,0.01633669,0.008291673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005297998,"about_ca_system_score_gemma":0.03130016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02364229,"about_ca_topic_score_gemma":0.0330208,"domain_scores_codex":[0.9712778,0.01011286,0.007991158,0.001114159,0.008111859,0.001392201],"domain_scores_gemma":[0.8673687,0.03481226,0.009970554,0.002484321,0.07892809,0.006436012],"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":[0.00007044115,0.0002278583,0.002390399,0.003428142,0.0001125033,0.000460381,0.0008694859,0.000537529,0.0005205388,0.003563641,0.8035479,0.1842713],"study_design_scores_gemma":[0.0003988143,0.0001284488,0.007628119,0.04615473,0.0004559243,0.001421674,0.002464833,0.001209544,0.0008498784,0.01551764,0.9234926,0.0002778186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002467172,0.05779721,0.02708578,0.8596494,0.01701456,0.003512574,0.003452063,0.0008948669,0.02812641],"genre_scores_gemma":[0.02813294,0.1734252,0.3356669,0.3943694,0.01183913,0.01386293,0.01765274,0.0009405095,0.02411025],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04323618,"threshold_uncertainty_score":0.2286575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146082584","doi":"10.1111/j.1528-1167.2010.02657.x","title":"Infantile spasms: A U.S. consensus report","year":2010,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":456,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; Valeant Pharmaceuticals International","keywords":"Guideline; Medicine; MEDLINE; Evidence-based medicine; Intensive care medicine; Pediatrics; Alternative medicine; Family medicine; Psychology; Pathology","authors":[{"name":"John M. Pellock","is_ca":false},{"name":"Richard A. Hrachovy","is_ca":false},{"name":"Shlomo Shinnar","is_ca":false},{"name":"Tallie Z. Baram","is_ca":false},{"name":"David Bettis","is_ca":false},{"name":"Dennis Dlugos","is_ca":false},{"name":"William D. Gaillard","is_ca":false},{"name":"Patricia A. Gibson","is_ca":false},{"name":"Gregory L. Holmes","is_ca":false},{"name":"Douglas R. Nordli","is_ca":false},{"name":"Christine O’Dell","is_ca":false},{"name":"W. Donald Shields","is_ca":false},{"name":"Edwin Trevathan","is_ca":false},{"name":"James W. Wheless","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05331698595673877,"gpt":0.3913414354144989,"spread":0.3380244494577601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02070416,0.001314099,0.003794863,0.006688969,0.0006915791,0.002222454,0.003724901,0.003733132,0.001963454],"category_scores_gemma":[0.02630404,0.0007050151,0.002368652,0.00718335,0.0009026763,0.002828898,0.002064524,0.002350129,0.001146753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003034657,"about_ca_system_score_gemma":0.01583434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005557715,"about_ca_topic_score_gemma":0.00783132,"domain_scores_codex":[0.990213,0.002136137,0.004251491,0.0006061399,0.002434555,0.000358659],"domain_scores_gemma":[0.9783562,0.006800933,0.004723172,0.0004110378,0.008889766,0.0008189261],"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":[0.000237158,0.00009430012,0.0019572,0.07259831,0.0005738367,0.0009130106,0.0003954475,0.0004257092,0.0006283178,0.002569037,0.1675155,0.7520923],"study_design_scores_gemma":[0.0002293867,0.0002733525,0.009049769,0.1935143,0.002643264,0.004512625,0.001024843,0.000478456,0.001195782,0.003116847,0.7838534,0.0001081155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005057651,0.9796407,0.0007830568,0.0143469,0.002522982,0.0001534513,0.0002788358,0.00002570852,0.001742674],"genre_scores_gemma":[0.00656944,0.9811224,0.005521445,0.004178001,0.0007860779,0.0003879231,0.0007960376,0.00001307423,0.0006255576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02070416,"threshold_uncertainty_score":0.1094954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123528492","doi":"10.1016/j.pneurobio.2012.03.001","title":"High-frequency oscillations (HFOs) in clinical epilepsy","year":2012,"lang":"en","type":"review","venue":"Progress in Neurobiology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":445,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Hospital for Sick Children","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research","keywords":"Epilepsy; Electroencephalography; Neuroscience; Magnetoencephalography; Epilepsy surgery; Medicine; Seizure types; Psychology","authors":[{"name":"Julia Jacobs","is_ca":false},{"name":"Richard J. Staba","is_ca":false},{"name":"Eishi Asano","is_ca":false},{"name":"Hiroshi Otsubo","is_ca":true},{"name":"Jianping Wu","is_ca":false},{"name":"Maeike Zijlmans","is_ca":false},{"name":"Ismail Mohamed","is_ca":true},{"name":"Philippe Kahane","is_ca":false},{"name":"F. Dubeau","is_ca":true},{"name":"Vincent Navarro","is_ca":false},{"name":"J. Gotman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1376861706864333,"gpt":0.4561646895114261,"spread":0.3184785188249929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005045319,0.001037822,0.001410854,0.001645893,0.0001697986,0.0007434821,0.0005812672,0.0008333193,0.003672875],"category_scores_gemma":[0.0008605595,0.0002326662,0.0003827185,0.001459854,0.0004380595,0.001005461,0.0006495688,0.0009909826,0.001445978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274115,"about_ca_system_score_gemma":0.0007648319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009125929,"about_ca_topic_score_gemma":0.002420034,"domain_scores_codex":[0.9998491,0.000021823,0.00003525379,0.00003026491,0.00005003988,0.00001347381],"domain_scores_gemma":[0.9996401,0.000189274,0.000082213,0.000008401263,0.00005737598,0.00002269862],"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":[0.0001032778,0.00004260536,0.0002011314,0.009233819,0.00007974477,0.0001281252,0.00002459091,0.0001147499,0.001106588,0.0007384322,0.00902601,0.979201],"study_design_scores_gemma":[0.0001849822,0.0003836317,0.005666201,0.009580268,0.0008244432,0.003711357,0.0001700326,0.00028947,0.001320391,0.004699958,0.9731094,0.00005981908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001606328,0.9985312,0.0001954037,0.0001901477,0.0001720063,0.000005245513,0.00001744765,0.000007081958,0.0007207489],"genre_scores_gemma":[0.001294038,0.997321,0.0002939544,0.000199846,0.000338,0.000007885984,0.00002716391,0.000001564332,0.0005166867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003672875,"threshold_uncertainty_score":0.01228696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225370452","doi":"10.1111/epi.17236","title":"ILAE definition of the Idiopathic Generalized Epilepsy Syndromes: Position statement by the ILAE Task Force on Nosology and Definitions","year":2022,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":442,"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":"National Health and Medical Research Council; Canadian Institutes of Health Research; Cilag; Cumming School of Medicine, University of Calgary; National Institutes of Health; Seqirus; Arvelle Therapeutics; Medical Research Council; Neuraxpharm; Epilepsiatutkimussäätiö; Alberta Innovates; UCB Pharma; G.L. Pharma; EVER Neuro Pharma; Bundesministerium für Wissenschaft und Forschung; Austrian Science Fund; Eisai; University of Oxford; University of Calgary; University of Cambridge; Epilepsy Research UK; Ultragenyx Pharmaceutical; LivaNova; GlaxoSmithKline; Zogenix; Zynerba Pharmaceuticals; Medicure; European Commission; Eli Lilly and Company; U.S. Department of Defense; GW Pharmaceuticals; Sanofi; Genomic Health; Tenovus; Biogen; Pfizer; SK Life Science; H. Lundbeck A/S; Sunovion","keywords":"Juvenile myoclonic epilepsy; Idiopathic generalized epilepsy; Nosology; Epilepsy; Psychology; Medicine; Neuroscience; Childhood absence epilepsy; Tics; Psychiatry; Pediatrics","authors":[{"name":"Édouard Hirsch","is_ca":false},{"name":"Jacqueline A. French","is_ca":false},{"name":"Ingrid E. Scheffer","is_ca":false},{"name":"Alicia Bogacz","is_ca":false},{"name":"Taoufik Alsaadi","is_ca":false},{"name":"Michael R. Sperling","is_ca":false},{"name":"Fatema Abdulla","is_ca":false},{"name":"Sameer M. Zuberi","is_ca":false},{"name":"Eugen Trinka","is_ca":false},{"name":"Nicola Specchio","is_ca":false},{"name":"Ernest Somerville","is_ca":false},{"name":"Pauline Samia","is_ca":false},{"name":"Kate Riney","is_ca":false},{"name":"Rima Nabbout","is_ca":false},{"name":"Jo M. Wilmshurst","is_ca":false},{"name":"Stéphane Auvin","is_ca":false},{"name":"Samuel Wiebe","is_ca":true},{"name":"Emilio Perucca","is_ca":false},{"name":"Solomon L. Moshé","is_ca":false},{"name":"Paolo Tinuper","is_ca":false},{"name":"Elaine Wirrell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04046534230096895,"gpt":0.2851069343658785,"spread":0.2446415920649096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02741669,0.001898399,0.002316024,0.009131952,0.001774163,0.004082632,0.00525248,0.004418903,0.003185288],"category_scores_gemma":[0.03759821,0.0006770581,0.003649264,0.005138855,0.003499408,0.003580929,0.00536113,0.007678279,0.002928845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004821771,"about_ca_system_score_gemma":0.02094386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01529851,"about_ca_topic_score_gemma":0.01009277,"domain_scores_codex":[0.9817899,0.005651866,0.006124222,0.0009094907,0.004283166,0.001241381],"domain_scores_gemma":[0.964802,0.007068658,0.006138435,0.001417279,0.01892079,0.001652845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003787258,0.0001648275,0.02996104,0.00387613,0.0002887615,0.001273303,0.001761997,0.002088022,0.002234475,0.06509595,0.6384622,0.2544147],"study_design_scores_gemma":[0.0001876923,0.0001489942,0.02234606,0.01298397,0.0002774503,0.003889604,0.001307553,0.001390095,0.0008406157,0.02650354,0.9299682,0.0001562101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01899249,0.3255496,0.09757402,0.3611172,0.04514129,0.00698526,0.01852323,0.0007646461,0.1253523],"genre_scores_gemma":[0.1275177,0.2028316,0.3695521,0.131664,0.03069719,0.02045652,0.0856762,0.001100292,0.03050439],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02741669,"threshold_uncertainty_score":0.144995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134544862","doi":"10.1038/ng.2728","title":"Mutations in GRIN2A cause idiopathic focal epilepsy with rolandic spikes","year":2013,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":440,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; Medical Research Council","keywords":"Rolandic epilepsy; Epilepsy; Biology; Exon; Exact test; Audiology; Genetics; Mutation; Epilepsy syndromes; Neuroscience; Medicine; Internal medicine; Gene","authors":[{"name":"Johannes R. Lemke","is_ca":false},{"name":"Dennis Lal","is_ca":false},{"name":"Eva M. Reinthaler","is_ca":false},{"name":"Isabelle Steiner","is_ca":false},{"name":"Michael Nothnagel","is_ca":false},{"name":"Michael Alber","is_ca":false},{"name":"Kirsten Geider","is_ca":false},{"name":"Bodo Laube","is_ca":false},{"name":"Michael Schwake","is_ca":false},{"name":"Katrin Finsterwalder","is_ca":false},{"name":"André Franke","is_ca":false},{"name":"Markus B. Schilhabel","is_ca":false},{"name":"Johanna Jähn","is_ca":false},{"name":"Hiltrud Muhle","is_ca":false},{"name":"Rainer Boor","is_ca":false},{"name":"Wim Van Paesschen","is_ca":false},{"name":"Roberto Caraballo","is_ca":false},{"name":"Natalio Fejerman","is_ca":false},{"name":"Sarah Weckhuysen","is_ca":false},{"name":"Peter De Jonghe","is_ca":false},{"name":"Jan Larsen","is_ca":false},{"name":"Rikke S. Møller","is_ca":false},{"name":"Helle Hjalgrim","is_ca":false},{"name":"Laura Addis","is_ca":false},{"name":"Shan Tang","is_ca":false},{"name":"Elaine Hughes","is_ca":false},{"name":"Deb K. Pal","is_ca":false},{"name":"Kadi Veri","is_ca":false},{"name":"Ulvi Vaher","is_ca":false},{"name":"Tiina Talvik","is_ca":false},{"name":"Petia Dimova","is_ca":false},{"name":"Rosa Guerrero","is_ca":false},{"name":"José M. Serratosa","is_ca":false},{"name":"Tarja Linnankivi","is_ca":false},{"name":"Anna‐Elina Lehesjoki","is_ca":false},{"name":"Susanne Ruf","is_ca":false},{"name":"Markus Wolff","is_ca":false},{"name":"Sarah E. Buerki","is_ca":false},{"name":"Gabriele Wohlrab","is_ca":false},{"name":"Judith Kroell","is_ca":false},{"name":"Alexandre Datta","is_ca":false},{"name":"Barbara Fiedler","is_ca":false},{"name":"Gerhard Kurlemann","is_ca":false},{"name":"Gerhard Kluger","is_ca":false},{"name":"Andreas Hahn","is_ca":false},{"name":"D Edda Haberlandt","is_ca":false},{"name":"Christina Kutzer","is_ca":false},{"name":"Jürgen Sperner","is_ca":false},{"name":"Felicitas Becker","is_ca":false},{"name":"Yvonne Weber","is_ca":false},{"name":"Martha Feucht","is_ca":false},{"name":"Hannelore Steinböck","is_ca":false},{"name":"Birgit Neophythou","is_ca":false},{"name":"Gabriel M. Ronen","is_ca":true},{"name":"U Gruber‐Sedlmayr","is_ca":false},{"name":"Julia Geldner","is_ca":false},{"name":"Per Hoffmann","is_ca":false},{"name":"Stefan Herms","is_ca":false},{"name":"Janine Altmüller","is_ca":false},{"name":"Mohammad R. Toliat","is_ca":false},{"name":"Hölger Thiele","is_ca":false},{"name":"Peter Nürnberg","is_ca":false},{"name":"Christian Wilhelm","is_ca":false},{"name":"Ulrich Stephani","is_ca":false},{"name":"Ingo Helbig","is_ca":false},{"name":"Holger Lerche","is_ca":false},{"name":"Fritz Zimprich","is_ca":false},{"name":"Bernd A. Neubauer","is_ca":false},{"name":"Saskia Biskup","is_ca":false},{"name":"Sarah von Spiczak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012338053423581,"gpt":0.2911777591533211,"spread":0.27883970572974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031979,0.001991709,0.0006319095,0.00102297,0.0006800075,0.000582254,0.0009279099,0.002794728,0.002738171],"category_scores_gemma":[0.001583554,0.0003500751,0.001021153,0.0008038449,0.0014341,0.000501483,0.001231413,0.0009271707,0.000773992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007947073,"about_ca_system_score_gemma":0.0006322125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991178,"about_ca_topic_score_gemma":0.003861905,"domain_scores_codex":[0.9995366,0.00008167421,0.00007519303,0.00008754111,0.0001296119,0.00008937445],"domain_scores_gemma":[0.9990512,0.0003200074,0.0003317142,0.00004687189,0.00005607461,0.0001941502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001551792,0.000264765,0.02751959,0.0001901893,0.0004568102,0.8027886,0.0005812793,0.001739305,0.1423514,0.003764712,0.003878884,0.01491276],"study_design_scores_gemma":[0.0006888229,0.0003683327,0.08047263,0.0001229734,0.0005180702,0.8534907,0.0006058741,0.004810041,0.04599027,0.004833488,0.007960423,0.0001383825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790338,0.001607075,0.003990893,0.002927019,0.0004463007,0.00008525848,0.0007685677,0.0002899818,0.0108512],"genre_scores_gemma":[0.9971103,0.0002069432,0.001278148,0.0003631599,0.0001006926,0.00001092425,0.0001361285,0.00004779193,0.0007459752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002794728,"threshold_uncertainty_score":0.009160101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154615498","doi":"10.1093/brain/awm149","title":"Interictal high-frequency oscillations (100–500 Hz) in the intracerebral EEG of epileptic patients","year":2007,"lang":"en","type":"article","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":422,"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":"Ictal; Stereoelectroencephalography; Electroencephalography; Epilepsy; Medicine; Anesthesia; Psychology; Neuroscience","authors":[{"name":"Elena Urrestarazu","is_ca":true},{"name":"Rahul Chander","is_ca":true},{"name":"Francçois Dubeau","is_ca":true},{"name":"Jean Gotman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01529381758274924,"gpt":0.3042702711491931,"spread":0.2889764535664439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001430089,0.000413561,0.0003522052,0.0007495736,0.0003682211,0.0003473238,0.0001386776,0.0003168922,0.0007086914],"category_scores_gemma":[0.001094595,0.0001435028,0.0001916898,0.0004971703,0.0003048998,0.0003183645,0.0001954968,0.0002631257,0.0001485865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107839,"about_ca_system_score_gemma":0.0001386971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124239,"about_ca_topic_score_gemma":0.001583948,"domain_scores_codex":[0.999827,0.00002841354,0.00003206262,0.00004545965,0.0000327811,0.00003438833],"domain_scores_gemma":[0.9996144,0.00009976047,0.0001471586,0.00002861829,0.00003537475,0.00007465645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00112196,0.0001047596,0.9475428,0.0000580981,0.00009339285,0.0164155,0.001103185,0.0002223628,0.01467771,0.0001023352,0.0002665403,0.0182913],"study_design_scores_gemma":[0.00002714389,0.0004840402,0.9707922,0.00001295243,0.00004469846,0.02647579,0.0004679844,0.0002134257,0.001103056,0.00008144338,0.0002840954,0.00001310443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992633,0.0001096463,0.0001199342,0.00001721596,0.000001911646,0.000007561715,0.00004737276,0.000004281469,0.0004286797],"genre_scores_gemma":[0.999687,0.00006864885,0.00006396457,0.00001817588,0.000005361488,0.000004636619,0.0000852558,0.000001635565,0.00006542083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001124239,"threshold_uncertainty_score":0.002370834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160193088","doi":"10.1212/wnl.0b013e31827b1ae0","title":"Depression in epilepsy","year":2012,"lang":"en","type":"review","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":416,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; University of Waterloo","funders":"","keywords":"Depression (economics); Medicine; Confidence interval; Odds ratio; Epilepsy; PsycINFO; Psychiatry; MEDLINE; Center for Epidemiologic Studies Depression Scale; Population; Internal medicine; Depressive symptoms; Anxiety; Environmental health","authors":[{"name":"Kirsten M. Fiest","is_ca":true},{"name":"Jonathan Dykeman","is_ca":true},{"name":"Scott B. Patten","is_ca":true},{"name":"Samuel Wiebe","is_ca":true},{"name":"Gilaad G. Kaplan","is_ca":true},{"name":"Colleen J. Maxwell","is_ca":true},{"name":"Andrew G. M. Bulloch","is_ca":true},{"name":"Nathalie Jetté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08313213303773362,"gpt":0.3913516363161183,"spread":0.3082195032783847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151021,0.0004307895,0.00090851,0.002153615,0.0002374235,0.0009940866,0.000317497,0.0005946074,0.004666062],"category_scores_gemma":[0.008822852,0.0002271867,0.001076679,0.002629917,0.0002016153,0.0009164839,0.0006001072,0.0004716464,0.0004997468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006902447,"about_ca_system_score_gemma":0.000811301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875702,"about_ca_topic_score_gemma":0.006832903,"domain_scores_codex":[0.9981188,0.0005712534,0.0006332939,0.0001492476,0.0004589581,0.00006846524],"domain_scores_gemma":[0.9956372,0.001333735,0.002350908,0.00005637901,0.000487211,0.0001345985],"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":[0.001176354,0.0001816872,0.4594268,0.07814994,0.006418465,0.0007720551,0.0005339728,0.0002581996,0.0004781268,0.001189931,0.0137455,0.4376689],"study_design_scores_gemma":[0.0007084275,0.0009350164,0.8795667,0.05687767,0.007896085,0.006548017,0.0009646074,0.0003210011,0.0002797966,0.001701737,0.04413898,0.00006193058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1015895,0.8666676,0.001147133,0.004300269,0.0005345703,0.0007895489,0.008856539,0.00002180505,0.0160931],"genre_scores_gemma":[0.5805307,0.4065558,0.002707025,0.002972413,0.0007793317,0.0008478133,0.004094717,0.000006065396,0.00150622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004666062,"threshold_uncertainty_score":0.0156095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128105404","doi":"10.1093/brain/awh136","title":"fMRI activation during spike and wave discharges in idiopathic generalized epilepsy","year":2004,"lang":"en","type":"article","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":399,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Thalamus; Neuroscience; Epilepsy; Idiopathic generalized epilepsy; Cortex (anatomy); Electroencephalography; Functional magnetic resonance imaging; Psychology; Medicine","authors":[{"name":"Yahya Aghakhani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0225623890264642,"gpt":0.2867446058221475,"spread":0.2641822167956833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009858517,0.0002413849,0.0001506449,0.0002724955,0.00007669785,0.0001264799,0.00007963746,0.0002318528,0.0004883759],"category_scores_gemma":[0.0005531919,0.00007172971,0.00008747297,0.0001060096,0.000157973,0.0001264284,0.0001100319,0.00009634134,0.00006250339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008408644,"about_ca_system_score_gemma":0.00005958402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004938591,"about_ca_topic_score_gemma":0.001124399,"domain_scores_codex":[0.9999462,0.00001864065,0.0000046486,0.00001030458,0.000007487047,0.00001266283],"domain_scores_gemma":[0.9998968,0.00003744155,0.00003695509,0.000005102004,0.0000085532,0.00001508917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003286837,0.0001766501,0.5409875,0.0002579703,0.0001588018,0.01679699,0.001178607,0.0007341758,0.3712173,0.0001409407,0.0004736554,0.06459042],"study_design_scores_gemma":[0.00004493853,0.0006950525,0.9802514,0.000008676923,0.00004655569,0.01204751,0.000263233,0.0008584791,0.005422439,0.0001021393,0.0002517881,0.000007714134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995573,0.0000814462,0.0001326288,0.00001690197,9.571335e-7,0.000003487643,0.00001372406,0.000004118157,0.0001894973],"genre_scores_gemma":[0.9997162,0.00005801084,0.0001223025,0.00001831527,0.000004805432,0.000003132518,0.00003086765,0.000001345862,0.00004507113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004938591,"threshold_uncertainty_score":0.001633763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137221047","doi":"10.1212/wnl.0000000000011839","title":"Incidence and Prevalence of Drug-Resistant Epilepsy","year":2021,"lang":"en","type":"review","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":398,"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":"Epilepsy; Incidence (geometry); Medicine; Drug; Drug Resistant Epilepsy; Pediatrics; Psychiatry","authors":[{"name":"Bushra Sultana","is_ca":true},{"name":"Marie-Andrée Panzini","is_ca":true},{"name":"Ariane Veilleux Carpentier","is_ca":true},{"name":"Jacynthe Comtois","is_ca":true},{"name":"Bastien Rioux","is_ca":true},{"name":"Geneviève Gore","is_ca":true},{"name":"Prisca R. Bauer","is_ca":true},{"name":"Churl‐Su Kwon","is_ca":true},{"name":"Nathalie Jetté","is_ca":true},{"name":"Colin B. Josephson","is_ca":true},{"name":"Mark R. Keezer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03979207379514624,"gpt":0.3594996166679336,"spread":0.3197075428727874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01968556,0.001531755,0.006845055,0.006827967,0.0002960833,0.002103329,0.001595723,0.001712139,0.002651803],"category_scores_gemma":[0.04170747,0.001040502,0.02323281,0.007270982,0.0004687542,0.001594566,0.001377042,0.001320018,0.000249634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699822,"about_ca_system_score_gemma":0.001574629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004700395,"about_ca_topic_score_gemma":0.007204046,"domain_scores_codex":[0.9834314,0.006535698,0.005650231,0.001832462,0.002192529,0.0003576543],"domain_scores_gemma":[0.9780432,0.01257579,0.006202566,0.0008483139,0.00214356,0.0001866253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002252345,0.00003447065,0.06644199,0.3384531,0.5589114,0.0001341779,0.0001463206,0.0008397076,0.0002500775,0.0005919807,0.003469267,0.0284752],"study_design_scores_gemma":[0.001112373,0.0004272076,0.09181958,0.06062998,0.8350123,0.0005735023,0.0001910152,0.001059265,0.0004500939,0.001236105,0.007400063,0.00008848534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01513728,0.9762719,0.001645846,0.0007023226,0.0003718188,0.0004780359,0.004499464,0.00003798125,0.0008553985],"genre_scores_gemma":[0.5089971,0.472934,0.006994145,0.001531414,0.001022018,0.002389405,0.005549468,0.000045374,0.000537083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01968556,"threshold_uncertainty_score":0.1041084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137129417","doi":"10.1093/brain/awu042","title":"Seizure burden is independently associated with short term outcome in critically ill children","year":2014,"lang":"en","type":"article","venue":"Brain","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":372,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Interquartile range; Medicine; Status epilepticus; Confidence interval; Pediatrics; Epilepsy; Electroencephalography; Critically ill; Severity of illness; Anesthesia; Internal medicine; Psychiatry","authors":[{"name":"Eric T. Payne","is_ca":true},{"name":"Xiu Yan Zhao","is_ca":true},{"name":"Helena Frndova","is_ca":true},{"name":"Kristin McBain","is_ca":true},{"name":"Rohit Sharma","is_ca":true},{"name":"James S. Hutchison","is_ca":true},{"name":"Cecil D. Hahn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0171499695158259,"gpt":0.3100840058238955,"spread":0.2929340363080696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004948994,0.000320239,0.0003398063,0.0006224287,0.0002618985,0.0005747908,0.000266211,0.000409429,0.001173733],"category_scores_gemma":[0.006454949,0.0002186899,0.0003604627,0.0006040124,0.0004519917,0.0005497783,0.0005283356,0.0007598139,0.0001869229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506638,"about_ca_system_score_gemma":0.000289949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003491727,"about_ca_topic_score_gemma":0.003664515,"domain_scores_codex":[0.9995721,0.0001059694,0.00006316762,0.0000537605,0.0001129175,0.0000920487],"domain_scores_gemma":[0.9943505,0.001049635,0.003407918,0.0001365898,0.000322463,0.0007330002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005863802,0.000006649169,0.9991649,0.000004553484,0.000009908035,0.00009509361,0.00002462267,0.00003110507,0.00006677062,0.000004720875,0.00002549303,0.0005075595],"study_design_scores_gemma":[0.000001859676,0.00006366544,0.9994465,0.000004440325,0.000006283367,0.0002907688,0.00004556281,0.00008609694,0.000021385,0.000008803128,0.00002302663,0.000001652936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994068,0.0002977386,0.00003292103,0.00004339836,0.000003142249,0.000002034035,0.00006116905,0.000002366302,0.000150426],"genre_scores_gemma":[0.9996428,0.0001341646,0.00003867714,0.000007845742,0.000009811135,0.00000265303,0.0001292958,0.000001252555,0.00003345887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003491727,"threshold_uncertainty_score":0.006942809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029343818","doi":"10.1016/j.eplepsyres.2004.08.006","title":"Predictors of epilepsy surgery outcome: a meta-analysis","year":2004,"lang":"en","type":"review","venue":"Epilepsy Research","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":366,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Epilepsy; Epilepsy surgery; Medicine; Concordance; Confidence interval; Odds ratio; Meta-analysis; Anterior temporal lobectomy; Population; Surgery; Internal medicine; Psychiatry","authors":[{"name":"Clara Tonini","is_ca":false},{"name":"Ettore Beghi","is_ca":false},{"name":"Anne T. Berg","is_ca":false},{"name":"G. Bogliun","is_ca":false},{"name":"Laura Giordano","is_ca":false},{"name":"Richard Newton","is_ca":false},{"name":"Antonio Tetto","is_ca":false},{"name":"Eugenio Vitelli","is_ca":false},{"name":"Dinko Vitezić","is_ca":false},{"name":"Samuel Wiebe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.409841819688913,"gpt":0.4969762862123898,"spread":0.08713446652347678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005655249,0.002798276,0.01087952,0.002028096,0.0003963448,0.00167175,0.001413334,0.001471496,0.003349631],"category_scores_gemma":[0.01501119,0.001406444,0.02471008,0.003497893,0.0004079918,0.0009818592,0.0008639646,0.001577881,0.000288412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206504,"about_ca_system_score_gemma":0.001943371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005467856,"about_ca_topic_score_gemma":0.01536427,"domain_scores_codex":[0.9967446,0.001602894,0.0006909006,0.0004875599,0.0003092758,0.0001646064],"domain_scores_gemma":[0.9907072,0.007032417,0.001343185,0.0003533123,0.0004103736,0.0001535722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.009850417,0.0000611258,0.0149843,0.07513025,0.8811322,0.0002710715,0.00006404054,0.0007610582,0.0003615926,0.00008662908,0.0009016973,0.01639557],"study_design_scores_gemma":[0.001288706,0.0002393045,0.006181344,0.00218869,0.9888686,0.000106248,0.00002345138,0.0001621103,0.00008840875,0.0001092308,0.0007271789,0.00001676482],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02340301,0.974129,0.0009397925,0.0002190102,0.0002589631,0.0001101407,0.0006273786,0.00004013211,0.0002725069],"genre_scores_gemma":[0.4190868,0.5752463,0.002745266,0.0006342183,0.0003254264,0.0003595638,0.000792052,0.00003991814,0.0007705419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087952,"threshold_uncertainty_score":0.02990812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2418807401","doi":"10.1016/s1474-4422(16)00112-5","title":"Advances in the development of biomarkers for epilepsy","year":2016,"lang":"en","type":"review","venue":"The Lancet Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":364,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Epilepsy; Biomarker; Medicine; Intensive care medicine; Molecular biomarkers; Bioinformatics; Psychiatry; Internal medicine; Biology","authors":[{"name":"Asla Pitkänen","is_ca":false},{"name":"Wolfgang Löscher","is_ca":false},{"name":"Annamaria Vezzani","is_ca":false},{"name":"Albert J. Becker","is_ca":false},{"name":"Michele Simonato","is_ca":false},{"name":"Katarzyna Łukasiuk","is_ca":false},{"name":"Olli Gröhn","is_ca":false},{"name":"Jens P. Bankstahl","is_ca":false},{"name":"Alon Friedman","is_ca":true},{"name":"Eleonora Aronica","is_ca":false},{"name":"Jan A. Gorter","is_ca":false},{"name":"Teresa Ravizza","is_ca":false},{"name":"Sanjay M. Sisodiya","is_ca":false},{"name":"Mérab Kokaia","is_ca":false},{"name":"Heinz Beck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1020916291467789,"gpt":0.4148418471076693,"spread":0.3127502179608904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00291223,0.00144634,0.003131302,0.003302928,0.000279634,0.00168951,0.001333541,0.001974835,0.003671673],"category_scores_gemma":[0.005559125,0.0003829839,0.001357635,0.00290487,0.0008638626,0.002210383,0.001312739,0.002955107,0.001220493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179068,"about_ca_system_score_gemma":0.002558211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0020307,"about_ca_topic_score_gemma":0.004122028,"domain_scores_codex":[0.9991955,0.0001861974,0.0001597456,0.0001169432,0.0002778895,0.00006376245],"domain_scores_gemma":[0.9958397,0.002985222,0.0004414607,0.00007200671,0.0005526158,0.0001089922],"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":[0.000123162,0.00004575772,0.000349009,0.02905621,0.0002821094,0.0001327541,0.00003705866,0.0002542948,0.0006980081,0.004751974,0.02193565,0.942334],"study_design_scores_gemma":[0.00009353599,0.000172986,0.001781247,0.02471387,0.001008064,0.001011825,0.0001081705,0.0002287229,0.0006194979,0.008053425,0.9621551,0.00005349369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003180105,0.9989336,0.0001082182,0.0004919063,0.0001695454,0.000003222527,0.00001761995,0.000003636505,0.0002404725],"genre_scores_gemma":[0.0004498101,0.998511,0.0002342318,0.0004162875,0.0002426452,0.000005000564,0.00002450354,9.542141e-7,0.0001155749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003671673,"threshold_uncertainty_score":0.01540148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}