{"meta":{"query_hash":"e5d7a693964a","filters":{"venue":"Zeitschrift für Epileptologie"},"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/e5d7a693964a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Zeitschrift+f%C3%BCr+Epileptologie"},"results":[{"id":"W200789125","doi":"10.1007/s10309-008-0004-y","title":"Epilepsie in einem ländlichen Krankenhaus in Afrika","year":2008,"lang":"de","type":"article","venue":"Zeitschrift für Epileptologie","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Savoy Foundation; Epilepsy Foundation","keywords":"Epilepsy; Medicine; partial seizures; Pediatrics; Tanzania; Complex partial seizures; Seizure types; Psychiatry; Temporal lobe","score_opus":0.05163144997432439,"score_gpt":0.33795863725040337,"score_spread":0.286327187276079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W200789125","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":[0.9971227,0.00025981112,0.000040452782,0.0013348872,0.00002966716,0.000009420631,0.000050984938,0.000003949571,0.0011481796],"genre_scores_gemma":[0.9979176,0.00037691026,0.000089479356,0.0003951666,0.00003026082,0.000008676942,0.00003292631,0.0000025762276,0.0011464581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967575,0.000057033176,0.000021610738,0.000023268269,0.000013329248,0.00020906543],"domain_scores_gemma":[0.9994844,0.000053419306,0.00012668785,0.000009431819,0.0000588677,0.00026724738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017770988,0.0002282519,0.00023190677,0.0004306675,0.003503743,0.00071919913,0.0002859192,0.0007021587,0.002957003],"category_scores_gemma":[0.00063753413,0.00016450702,0.00017617106,0.0006228725,0.0007750774,0.0005479311,0.0012479923,0.0009444278,0.00030361302],"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":[0.0008385949,0.0013935729,0.6847917,0.00032330686,0.00009526184,0.22122283,0.03922829,0.00074861245,0.0053311125,0.0024168377,0.007022957,0.03658694],"study_design_scores_gemma":[0.00011653146,0.0012980817,0.6926706,0.0003653439,0.00013085689,0.062029444,0.22953896,0.001095899,0.0010964511,0.0013014607,0.010232917,0.00012349174],"about_ca_topic_score_codex":0.06648599,"about_ca_topic_score_gemma":0.12451563,"teacher_disagreement_score":0.06648599,"about_ca_system_score_codex":0.0025369194,"about_ca_system_score_gemma":0.0025170061,"threshold_uncertainty_score":0.13219804},"labels":[],"label_agreement":null},{"id":"W2900277736","doi":"10.1007/s10309-018-0218-6","title":"ILAE-Klassifikation der Epilepsien: Positionspapier der ILAE-Kommission für Klassifikation und Terminologie","year":2018,"lang":"de","type":"article","venue":"Zeitschrift für Epileptologie","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Gynecology","score_opus":0.055851101966306126,"score_gpt":0.389990612125705,"score_spread":0.3341395101593989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900277736","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":[0.0059791324,0.19971335,0.086734205,0.5398061,0.06669261,0.0036628076,0.008707762,0.0023690623,0.08633491],"genre_scores_gemma":[0.100467965,0.22742157,0.29716176,0.22115856,0.052831,0.009978579,0.052838918,0.0034403806,0.034701195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.91401905,0.036514603,0.023909729,0.0031693531,0.016190644,0.00619659],"domain_scores_gemma":[0.71881783,0.1108463,0.025612185,0.020932334,0.10443081,0.019360537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.113516904,0.0019128898,0.0043764655,0.00994913,0.0031319286,0.017563203,0.005532006,0.011854226,0.017332567],"category_scores_gemma":[0.22858225,0.0009162412,0.0045717005,0.008630267,0.005110819,0.010761233,0.014993438,0.021286866,0.022154728],"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":[0.00071115576,0.000400696,0.0074760094,0.0049438905,0.00031435036,0.00037363582,0.001348593,0.0011554239,0.0019864675,0.0687041,0.48487628,0.4277094],"study_design_scores_gemma":[0.00018559238,0.00020831975,0.005561239,0.016900426,0.00024589882,0.0012388878,0.0009931483,0.0012977701,0.0029583327,0.042147458,0.92808557,0.00017733652],"about_ca_topic_score_codex":0.004947589,"about_ca_topic_score_gemma":0.0023495771,"teacher_disagreement_score":0.113516904,"about_ca_system_score_codex":0.0069284537,"about_ca_system_score_gemma":0.040103193,"threshold_uncertainty_score":0.6003419},"labels":[],"label_agreement":null},{"id":"W2978062341","doi":"10.1007/s10309-019-00287-7","title":"Klinische Charakteristika, Ressourcenverbrauch, Lebensqualität und Versorgungssituation beim Dravet-Syndrom in Deutschland","year":2019,"lang":"de","type":"article","venue":"Zeitschrift für Epileptologie","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"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":"","keywords":"Medicine; Gynecology","score_opus":0.03335516454644928,"score_gpt":0.3525697762092878,"score_spread":0.31921461166283854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978062341","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":[0.86010593,0.11511469,0.0028309652,0.0027042706,0.00025795164,0.000707355,0.012366568,0.000018872983,0.005893414],"genre_scores_gemma":[0.9679966,0.021655528,0.0028616213,0.0010930069,0.00013602569,0.0011506655,0.0046497476,0.000006201463,0.00045063414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931577,0.0036370326,0.0018368694,0.00039273512,0.00069847144,0.00027718328],"domain_scores_gemma":[0.97913235,0.01041699,0.007416041,0.0005020688,0.0022121076,0.00032042078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011345262,0.00023575853,0.00089010247,0.0016916663,0.0005113885,0.0011914825,0.00022147805,0.00046150642,0.0026772616],"category_scores_gemma":[0.024196018,0.00021596755,0.0009539294,0.0027104588,0.00043861702,0.00087219547,0.00061979465,0.00037945923,0.00028642121],"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":[0.0031724435,0.00034258532,0.875228,0.004861983,0.0013886885,0.00021470535,0.0011878869,0.00053904747,0.0005467232,0.0013700636,0.004297114,0.10685079],"study_design_scores_gemma":[0.000635184,0.0025927324,0.96720827,0.005578458,0.0019721645,0.0012561391,0.0021362656,0.0006845493,0.0011267817,0.0014437833,0.015292791,0.00007280372],"about_ca_topic_score_codex":0.006247307,"about_ca_topic_score_gemma":0.008226806,"teacher_disagreement_score":0.011345262,"about_ca_system_score_codex":0.0013029756,"about_ca_system_score_gemma":0.0029259473,"threshold_uncertainty_score":0.06000024},"labels":[],"label_agreement":null},{"id":"W4205546896","doi":"10.1007/s10309-021-00455-8","title":"Genetic syndromes associated with frontal lobe epilepsy","year":2022,"lang":"de","type":"article","venue":"Zeitschrift für Epileptologie","topic":"Genetics and Neurodevelopmental Disorders","field":"Biochemistry, Genetics and Molecular Biology","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":"Hotchkiss Brain Institute; Alberta Children's Hospital; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Epilepsy; Etiology; Epilepsy syndromes; Familial hemiplegic migraine; Frontal lobe; Inheritance (genetic algorithm); Phenotype; Neuroscience; Genetics; Medicine; Biology; Gene; Pathology; Aura","score_opus":0.014324529110077035,"score_gpt":0.24154241071444268,"score_spread":0.22721788160436565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205546896","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":[0.97681147,0.00286579,0.0017518774,0.0012318835,0.00012656172,0.00005251862,0.0011145603,0.00010205195,0.01594333],"genre_scores_gemma":[0.9971712,0.00080422056,0.00045173365,0.00015100779,0.00012367978,0.000008523349,0.00029743038,0.000016644228,0.0009757093],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.9997615,0.000045325385,0.000032517386,0.000042939573,0.00005461667,0.00006314912],"domain_scores_gemma":[0.9992632,0.00026657816,0.00029581643,0.00003439982,0.000045345198,0.00009466843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844072,0.0016968384,0.00043180477,0.0016984442,0.00070167374,0.0005714619,0.00043631485,0.0011389615,0.005654954],"category_scores_gemma":[0.0015741212,0.00025371817,0.00036010583,0.0017546304,0.0011143666,0.00036641138,0.0006446046,0.0004393625,0.00075708295],"study_design_candidate":"observational","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":[0.0011530019,0.00008321303,0.060144465,0.00020926756,0.00025152086,0.8723971,0.00072252797,0.00068334216,0.045020573,0.0039375243,0.0025644158,0.01283307],"study_design_scores_gemma":[0.00012722211,0.00018675416,0.17508748,0.00008538918,0.00041237974,0.7992144,0.0007578219,0.00079603656,0.012379973,0.0031011533,0.007792426,0.00005896027],"about_ca_topic_score_codex":0.0033380142,"about_ca_topic_score_gemma":0.0028483628,"teacher_disagreement_score":0.005654954,"about_ca_system_score_codex":0.000394012,"about_ca_system_score_gemma":0.00052482216,"threshold_uncertainty_score":0.01891774},"labels":[],"label_agreement":null},{"id":"W4309079906","doi":"10.1007/s10309-022-00538-0","title":"Management and prognosis of pediatric status epilepticus","year":2022,"lang":"en","type":"article","venue":"Zeitschrift für Epileptologie","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"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","funders":"","keywords":"Status epilepticus; Medicine; Midazolam; Levetiracetam; Phenytoin; Intensive care medicine; Randomized controlled trial; Psychological intervention; Anticonvulsant; Epilepsy; Pediatrics; Anesthesia; Psychiatry; Surgery; Sedation","score_opus":0.030165648444236855,"score_gpt":0.31963398896334555,"score_spread":0.2894683405191087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309079906","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035584934,0.95851773,0.0009265041,0.0017776558,0.00017443861,0.000035364807,0.00032016437,0.000017297047,0.0026458653],"genre_scores_gemma":[0.41790146,0.5772887,0.002450154,0.00067645364,0.0005786685,0.00007370393,0.00065506506,0.0000101699825,0.00036561085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999416,0.00023448371,0.00015634738,0.00005753394,0.00010323372,0.00003251616],"domain_scores_gemma":[0.9987041,0.00052203826,0.0005146992,0.000020477684,0.00018254798,0.000056237182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007073231,0.0002669992,0.00058871874,0.0009368767,0.0001510984,0.00057922734,0.00020684845,0.00029514477,0.0009938651],"category_scores_gemma":[0.003971623,0.00007801635,0.00032996017,0.0007639494,0.00022882935,0.00042899328,0.00020981046,0.0004187009,0.00018399797],"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":[0.0009553685,0.00010044919,0.11947084,0.017520705,0.0010272783,0.0029618684,0.00023000572,0.0010424091,0.0009157747,0.00137868,0.010761072,0.8436356],"study_design_scores_gemma":[0.00055031566,0.002602185,0.6172147,0.12490981,0.0072236503,0.07960962,0.0020120663,0.0027387138,0.0041050375,0.010752307,0.14811003,0.00017160454],"about_ca_topic_score_codex":0.00080520456,"about_ca_topic_score_gemma":0.0011292596,"teacher_disagreement_score":0.0009938651,"about_ca_system_score_codex":0.00043874973,"about_ca_system_score_gemma":0.00085846987,"threshold_uncertainty_score":0.003740728},"labels":[],"label_agreement":null}]}