{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"af271109012b","filters":{"venue":"Acta Epileptologica"}},"results":[{"id":"W3033857380","doi":"10.1186/s42494-020-00016-y","title":"The first-line management of psychogenic non-epileptic seizures (PNES) in adults in the emergency: a practical approach","year":2020,"lang":"en","type":"article","venue":"Acta Epileptologica","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Psychogenic disease; Crying; Medicine; Seizure types; Lorazepam; Unconsciousness; Epilepsy; Emergency department; Intensive care medicine; Psychiatry","authors":[{"name":"Dènahin Hinnoutondji Toffa","is_ca":true},{"name":"Laurence Poirier","is_ca":true},{"name":"Dang Khoa Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03458558983055426,"gpt":0.3102780829159434,"spread":0.2756924930853891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000477374,0.0008907672,0.0006338647,0.001425646,0.0009033332,0.001347768,0.0007618879,0.001837719,0.006673791],"category_scores_gemma":[0.002737761,0.0002014912,0.0005687103,0.0004355461,0.0003637303,0.002224179,0.001334674,0.002550679,0.001614924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587597,"about_ca_system_score_gemma":0.001777641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184,"about_ca_topic_score_gemma":0.002248207,"domain_scores_codex":[0.9996717,0.0001128714,0.00007398469,0.00003745577,0.00006247997,0.00004150268],"domain_scores_gemma":[0.999262,0.000197696,0.0001186126,0.0000186328,0.0002101939,0.0001927473],"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":[0.0003499768,0.0006137779,0.01652305,0.006029455,0.000132772,0.05833685,0.001395115,0.001493817,0.002281991,0.005453091,0.1184002,0.7889898],"study_design_scores_gemma":[0.0004883677,0.0013589,0.05463174,0.04185573,0.0005934268,0.3106343,0.01242349,0.006126611,0.002887255,0.04277979,0.5258321,0.0003884068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05497937,0.6314868,0.06537952,0.1645419,0.01171041,0.001299932,0.0009659029,0.001157078,0.06847905],"genre_scores_gemma":[0.3275301,0.5246368,0.0750955,0.02841776,0.02954948,0.0009122068,0.0014974,0.0001462416,0.01221453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006673791,"threshold_uncertainty_score":0.02232605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407749559","doi":"10.1186/s42494-025-00205-7","title":"The use of AI in epilepsy and its applications for people with intellectual disabilities: commentary","year":2025,"lang":"en","type":"letter","venue":"Acta Epileptologica","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Western University","funders":"Newcastle upon Tyne Hospitals NHS Foundation Trust; NIHR Newcastle Biomedical Research Centre; Newcastle University; National Institute for Health and Care Research","keywords":"Epilepsy; Intellectual disability; Intervention (counseling); Population; Psychiatry; Psychology; Learning disability; Health care; Medicine; Political science; Environmental health","authors":[{"name":"Madison Milne‐Ives","is_ca":false},{"name":"Rosiered Brownson-Smith","is_ca":false},{"name":"Ananya Ananthakrishnan","is_ca":false},{"name":"Yihan Wang","is_ca":true},{"name":"Cen Cong","is_ca":false},{"name":"Gavin P. Winston","is_ca":true},{"name":"Edward Meinert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04877405143980355,"gpt":0.3138159006406102,"spread":0.2650418492008066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01558072,0.001031576,0.001916022,0.00270356,0.00269254,0.00560186,0.005895287,0.02848124,0.01412545],"category_scores_gemma":[0.140037,0.0007229597,0.003017008,0.003066151,0.008161685,0.01149119,0.004509264,0.03587871,0.004275163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01032516,"about_ca_system_score_gemma":0.02699299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03807641,"about_ca_topic_score_gemma":0.05291902,"domain_scores_codex":[0.9873148,0.005986356,0.001766332,0.0009668374,0.003167413,0.0007982771],"domain_scores_gemma":[0.7547937,0.1958829,0.005790466,0.001946625,0.03279099,0.008795265],"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":[0.00004396373,0.00001549875,0.0001172693,0.00599002,0.00004526638,0.0002139568,0.0006985273,0.00007610508,0.0000436743,0.00700806,0.9474034,0.03834429],"study_design_scores_gemma":[0.00004001863,0.00003973205,0.0004449052,0.02924605,0.00008460189,0.0005140133,0.0008610231,0.00006640099,0.000061778,0.00443334,0.9641573,0.00005085656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000124676,0.1210176,0.0001829954,0.835815,0.04001342,0.00002753335,0.0001824912,0.00003278309,0.002603519],"genre_scores_gemma":[0.002655408,0.1351909,0.0003747999,0.7922532,0.06677976,0.0001193801,0.00009973403,0.00005218307,0.002474599],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03807641,"threshold_uncertainty_score":0.08239967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}