{"meta":{"query_hash":"a17cfba7805a","filters":{"venue":"Epilepsy"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/a17cfba7805a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Epilepsy"},"results":[{"id":"W1513928970","doi":"10.1002/9781118456989.ch2","title":"Classifying Epileptic Seizures and the Epilepsies","year":2014,"lang":"en","type":"other","venue":"Epilepsy","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Terminology; Epilepsy; Psychology; Imperfect; Clinical Practice; Epileptic seizure; Neuroscience; Computer science; Medicine; Family medicine; Philosophy; Linguistics","score_opus":0.01554368848329506,"score_gpt":0.28354776251041086,"score_spread":0.2680040740271158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513928970","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08140539,0.15296455,0.08380826,0.055327464,0.01581024,0.0012516456,0.0061510266,0.0008884464,0.602393],"genre_scores_gemma":[0.4296862,0.17623529,0.20148034,0.021814475,0.011811682,0.0012070386,0.018770747,0.0010057745,0.13798846],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962174,0.0010427109,0.0009640027,0.00022374907,0.0012990193,0.00025320987],"domain_scores_gemma":[0.9961993,0.00066487194,0.0007775076,0.00026390672,0.0018003922,0.0002940646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004136024,0.00093159283,0.0006265458,0.0077853487,0.0010550733,0.0029013804,0.0010241556,0.00075055176,0.006304935],"category_scores_gemma":[0.0111011695,0.00014902723,0.0007154264,0.0055035814,0.0028589242,0.00346744,0.002743392,0.0018225851,0.0026569155],"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":[0.00021613779,0.0000904314,0.036909252,0.0010186873,0.00005679668,0.001786853,0.0028895885,0.00079233444,0.0015219314,0.1520887,0.14164828,0.660981],"study_design_scores_gemma":[0.0000357053,0.00011000974,0.035599522,0.0021614875,0.000054246975,0.01686116,0.0029216532,0.000837302,0.0008058085,0.084205225,0.8563387,0.00006929631],"about_ca_topic_score_codex":0.007335319,"about_ca_topic_score_gemma":0.01183138,"teacher_disagreement_score":0.0077853487,"about_ca_system_score_codex":0.0024054765,"about_ca_system_score_gemma":0.004515128,"threshold_uncertainty_score":0.021873653},"labels":[],"label_agreement":null},{"id":"W1530064585","doi":"10.1002/9781118456989.ch33","title":"Mortality in Epilepsy","year":2014,"lang":"en","type":"other","venue":"Epilepsy","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"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 Toronto; Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Epilepsy; Computer science; Psychology; Neuroscience","score_opus":0.027527244191292613,"score_gpt":0.32949359614818796,"score_spread":0.30196635195689536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530064585","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06937543,0.6502802,0.001572252,0.014908924,0.0037374205,0.00012589296,0.032844692,0.0004802216,0.22667491],"genre_scores_gemma":[0.39944693,0.52663034,0.0014265121,0.0032309967,0.0040133633,0.00022311,0.02580475,0.000110041205,0.03911401],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996269,0.000065037144,0.000043754746,0.000047493064,0.00015862742,0.00005825968],"domain_scores_gemma":[0.9996791,0.000045795092,0.000119427365,0.000012741262,0.00008091625,0.00006200775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040061376,0.0002998461,0.0002836069,0.001448032,0.00025964424,0.00052744045,0.0002556691,0.00037292606,0.010510216],"category_scores_gemma":[0.0014278358,0.00006706193,0.0005575491,0.002006477,0.00013100119,0.0003780945,0.0006515336,0.00061574293,0.0019129214],"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":[0.0002512436,0.000065263994,0.118187025,0.0032459148,0.00043231156,0.00031359927,0.00034999108,0.0004913793,0.00020469347,0.007141619,0.28851348,0.58080345],"study_design_scores_gemma":[0.000053750362,0.00024004893,0.5523802,0.0058389055,0.00035639026,0.0032118834,0.00056407874,0.00041533698,0.00025999986,0.0076479455,0.42898807,0.00004340509],"about_ca_topic_score_codex":0.0053581474,"about_ca_topic_score_gemma":0.0066998038,"teacher_disagreement_score":0.010510216,"about_ca_system_score_codex":0.0006484409,"about_ca_system_score_gemma":0.000641664,"threshold_uncertainty_score":0.035160124},"labels":[],"label_agreement":null},{"id":"W3135258018","doi":"10.1002/9781119431893.ch21","title":"Intracranial <scp>EEG</scp> Monitoring","year":2021,"lang":"en","type":"other","venue":"Epilepsy","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ictal; Stereoelectroencephalography; Electroencephalography; Semiology; Epilepsy; Epilepsy surgery; Medicine; EEG-fMRI; Neuroscience; Magnetic resonance imaging; Psychology; Radiology","score_opus":0.024289170734633117,"score_gpt":0.3105766370857395,"score_spread":0.2862874663511064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135258018","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029106433,0.029398458,0.032209687,0.0048604393,0.00116326,0.0005529576,0.0068704346,0.0060347267,0.88980365],"genre_scores_gemma":[0.39660427,0.08909304,0.0363216,0.008732585,0.0030002247,0.0007930616,0.009530509,0.0016820558,0.45424265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998822,0.000011139197,0.000010079419,0.000013195806,0.00006923582,0.000013999266],"domain_scores_gemma":[0.9998373,0.000036126432,0.000029120014,0.000012245943,0.000057306075,0.000027952414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109387416,0.0005094461,0.000311717,0.0006561227,0.00025570614,0.00050516706,0.00028113552,0.00039062023,0.03149726],"category_scores_gemma":[0.0005712552,0.000056862074,0.00022580741,0.00061712594,0.00017947491,0.0003686334,0.00034810245,0.00043158772,0.0144681875],"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":[0.00029822064,0.00006912432,0.0056712544,0.00071601826,0.000034308847,0.007350608,0.00009582511,0.0003659984,0.011459046,0.0027553993,0.17644614,0.79473805],"study_design_scores_gemma":[0.00009498878,0.00029173875,0.025958097,0.0008861848,0.00003583583,0.028971257,0.000095181655,0.0011176708,0.01551065,0.00281064,0.9241968,0.000031044838],"about_ca_topic_score_codex":0.001936975,"about_ca_topic_score_gemma":0.0029772045,"teacher_disagreement_score":0.03149726,"about_ca_system_score_codex":0.00029624449,"about_ca_system_score_gemma":0.00044996905,"threshold_uncertainty_score":0.10536885},"labels":[],"label_agreement":null}]}