{"meta":{"query_hash":"d5f0f2be77df","filters":{"venue":"Clinical Epileptology"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d5f0f2be77df","api":"https://metacan.xera.ac/api/v1/cohort?venue=Clinical+Epileptology"},"results":[{"id":"W4366590863","doi":"10.1007/s10309-023-00580-6","title":"Genetische Diagnostik der Epilepsien: Empfehlung der Kommission Epilepsie und Genetik der Deutschen Gesellschaft für Epileptologie (DGfE)","year":2023,"lang":"de","type":"article","venue":"Clinical Epileptology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"RWTH Aachen University","keywords":"Gynecology; Epilepsy; Medicine; Political science; Psychiatry","score_opus":0.11021474406999211,"score_gpt":0.4766763164980677,"score_spread":0.3664615724280756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366590863","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07808692,0.2603958,0.09196772,0.3803857,0.014661009,0.0016387495,0.011959728,0.0018382735,0.15906614],"genre_scores_gemma":[0.53696203,0.19157305,0.14556384,0.046892896,0.009337586,0.0024895624,0.011054381,0.00072709133,0.055399567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99207425,0.004439886,0.0010900152,0.0006451269,0.0013329949,0.00041769628],"domain_scores_gemma":[0.98060983,0.009059692,0.0022988815,0.0014584861,0.0050758626,0.0014972524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012456163,0.00074349414,0.00087234424,0.003644747,0.000949926,0.003212533,0.0007730434,0.00196708,0.012520029],"category_scores_gemma":[0.03039048,0.0002782845,0.000861939,0.0025493125,0.0015310461,0.0021285252,0.0028371518,0.0025685825,0.0048023034],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037559343,0.00013388672,0.04822391,0.0016276882,0.00018566537,0.0013576323,0.0020438486,0.0008624461,0.003085291,0.022221237,0.14192918,0.77795357],"study_design_scores_gemma":[0.00015289338,0.0003202612,0.10089406,0.008230382,0.00032990563,0.011786038,0.002129593,0.0019137799,0.0058699995,0.06270715,0.80541503,0.000250922],"about_ca_topic_score_codex":0.0049088146,"about_ca_topic_score_gemma":0.005621729,"teacher_disagreement_score":0.012520029,"about_ca_system_score_codex":0.002989551,"about_ca_system_score_gemma":0.0066836895,"threshold_uncertainty_score":0.06587529},"labels":[],"label_agreement":null},{"id":"W4382241929","doi":"10.1007/s10309-023-00606-z","title":"Gender-specific aspects in pediatric epileptology","year":2023,"lang":"en","type":"article","venue":"Clinical Epileptology","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Epilepsy; Polycystic ovary; Medicine; Hyperandrogenism; Dyslipidemia; Hormone; Gynecology; Internal medicine; Psychiatry; Obesity; Insulin resistance","score_opus":0.17305084580577235,"score_gpt":0.4412791066385365,"score_spread":0.26822826083276413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382241929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91100067,0.06432265,0.0027558138,0.0009520131,0.00028333865,0.00012452612,0.0017468039,0.000035828925,0.018778266],"genre_scores_gemma":[0.9802942,0.015687179,0.0006996074,0.00051806885,0.00011094994,0.00006767974,0.00043017996,0.000029915162,0.0021623115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995449,0.00014362126,0.00007348557,0.000088436085,0.00008107369,0.00006844064],"domain_scores_gemma":[0.9990465,0.00037613395,0.00028111847,0.00007974828,0.00013457183,0.00008196492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010008891,0.0002959478,0.00053466816,0.00052383787,0.0002202495,0.0004732348,0.00024194893,0.00025700717,0.0040492234],"category_scores_gemma":[0.0022795994,0.00008131878,0.00035545623,0.00080058083,0.00045176194,0.00047023033,0.00032650333,0.00024055914,0.00034296158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007870281,0.00064748735,0.5649121,0.0023111643,0.0006830506,0.01085898,0.0028753772,0.00077409437,0.03446698,0.006098429,0.0035347396,0.36496723],"study_design_scores_gemma":[0.0001855472,0.0042846845,0.91448295,0.00051003904,0.0006567811,0.019673044,0.0024035005,0.00016081572,0.013974024,0.0027909812,0.040835835,0.0000418221],"about_ca_topic_score_codex":0.0014525882,"about_ca_topic_score_gemma":0.0024555824,"teacher_disagreement_score":0.0040492234,"about_ca_system_score_codex":0.0004266412,"about_ca_system_score_gemma":0.000626088,"threshold_uncertainty_score":0.01354599},"labels":[],"label_agreement":null},{"id":"W4414916054","doi":"10.1007/s10309-025-00788-8","title":"Anfallszunahme beim SCN1A-assoziierten Dravet-Syndrom unter Cenobamat: Fallserie und Literaturübersicht","year":2025,"lang":"de","type":"article","venue":"Clinical Epileptology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Poison control; Multicenter study; Significant difference","score_opus":0.035099821527388435,"score_gpt":0.4189383632720644,"score_spread":0.38383854174467597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414916054","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020660764,0.95498955,0.0021066656,0.006150564,0.001783927,0.00040177768,0.0051672566,0.00009857523,0.008640999],"genre_scores_gemma":[0.12752399,0.84750587,0.0059831324,0.0051190234,0.0020247085,0.0008347854,0.00811155,0.00008386127,0.0028130568],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99611855,0.0010258462,0.0016833184,0.00035260775,0.0006512248,0.00016842625],"domain_scores_gemma":[0.9843539,0.009989443,0.0033944838,0.00049499224,0.0015570244,0.00021007456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037912722,0.0007139324,0.0013043626,0.008316176,0.00062375824,0.0020701971,0.00058275164,0.0011928487,0.010406104],"category_scores_gemma":[0.02042451,0.0003223821,0.0018769803,0.006899867,0.0008312688,0.0017760566,0.0011474972,0.0011031759,0.0013250117],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001859973,0.00018204744,0.03988789,0.119840376,0.0035201395,0.0054152547,0.003002274,0.00084020366,0.002327076,0.005279922,0.057385955,0.76045895],"study_design_scores_gemma":[0.00040056158,0.0008858602,0.08207417,0.27108815,0.009912382,0.032472722,0.0033663006,0.00085793063,0.0037304037,0.008652497,0.58622724,0.00033182392],"about_ca_topic_score_codex":0.003489778,"about_ca_topic_score_gemma":0.008049353,"teacher_disagreement_score":0.010406104,"about_ca_system_score_codex":0.0013550912,"about_ca_system_score_gemma":0.0032856602,"threshold_uncertainty_score":0.034811914},"labels":[],"label_agreement":null},{"id":"W4415030476","doi":"10.1007/s10309-025-00789-7","title":"Revidierte Klassifikation epileptischer Anfälle: Positionspapier der Internationalen Liga gegen Epilepsie","year":2025,"lang":"de","type":"article","venue":"Clinical Epileptology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Paracelsus Medizinische Privatuniversität","keywords":"Electrodiagnosis; Stereotaxy; Transplantation","score_opus":0.05676470746452896,"score_gpt":0.43508155628103623,"score_spread":0.3783168488165073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415030476","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12677039,0.040422782,0.0790686,0.33227673,0.032726265,0.041147705,0.029642059,0.004073405,0.31387204],"genre_scores_gemma":[0.49233595,0.056363128,0.108453594,0.11241836,0.014606341,0.064855285,0.028502816,0.0020862366,0.12037833],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.962744,0.020553514,0.0067627053,0.0016509101,0.005552239,0.00273667],"domain_scores_gemma":[0.9250751,0.03194156,0.00957139,0.0031933538,0.024221184,0.005997356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04115492,0.0009605793,0.0011154094,0.004655132,0.003005626,0.0050801984,0.0018344258,0.0029061006,0.056254137],"category_scores_gemma":[0.10521574,0.00056171534,0.0022426813,0.0023633824,0.001588362,0.005230727,0.0069088545,0.0051146513,0.023054125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061803515,0.00040777388,0.023576725,0.0073971627,0.00022034507,0.00080316426,0.02286401,0.0005646638,0.0013535701,0.012699188,0.57436097,0.35513437],"study_design_scores_gemma":[0.00027679894,0.00045184055,0.037749596,0.018508112,0.00023748707,0.001858452,0.017367033,0.0007334054,0.001758241,0.010264888,0.91047364,0.00032057866],"about_ca_topic_score_codex":0.0062290006,"about_ca_topic_score_gemma":0.009209657,"teacher_disagreement_score":0.056254137,"about_ca_system_score_codex":0.006068392,"about_ca_system_score_gemma":0.01805112,"threshold_uncertainty_score":0.21765065},"labels":[],"label_agreement":null},{"id":"W4417245921","doi":"10.1007/s10309-025-00808-7","title":"Seizure worsening in SCN1A-associated Dravet syndrome while on cenobamate: case series and literature review. English version","year":2025,"lang":"en","type":"article","venue":"Clinical Epileptology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Dravet syndrome; Status epilepticus; Exacerbation; Epilepsy; Disease; Epilepsy syndromes; Systematic review","score_opus":0.02472875189239912,"score_gpt":0.3768084365172073,"score_spread":0.3520796846248082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417245921","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017160956,0.96986747,0.0006605634,0.0031845202,0.0018409999,0.00008373226,0.00086563977,0.000044062534,0.0062919725],"genre_scores_gemma":[0.11336112,0.8736642,0.0012591216,0.0036127944,0.003965461,0.00008413659,0.0011155525,0.000027899996,0.0029096554],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9996164,0.00004734848,0.00020076247,0.00005237452,0.00004968452,0.000033426986],"domain_scores_gemma":[0.9985911,0.0007320587,0.0004578089,0.00004237609,0.00012401499,0.000052489322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034707537,0.0005100065,0.0011451194,0.0021493603,0.0002783989,0.0010118807,0.000954538,0.0010903557,0.0038408374],"category_scores_gemma":[0.002645252,0.00019577304,0.00054966594,0.0031401361,0.0005814961,0.0014856127,0.00052478816,0.000570828,0.0012821015],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044845362,0.00010844777,0.011652581,0.043754503,0.00055961683,0.53084695,0.00080776407,0.0006504311,0.0040839706,0.0018573826,0.08466225,0.3205676],"study_design_scores_gemma":[0.00008581233,0.00013435929,0.021599302,0.0130171105,0.0007189708,0.8230706,0.0008579846,0.00022108752,0.0008140273,0.0014529706,0.13793355,0.00009418765],"about_ca_topic_score_codex":0.0011282541,"about_ca_topic_score_gemma":0.0015818524,"teacher_disagreement_score":0.0038408374,"about_ca_system_score_codex":0.00043466015,"about_ca_system_score_gemma":0.00089576625,"threshold_uncertainty_score":0.012848854},"labels":[],"label_agreement":null}]}