{"id":"W4414160657","doi":"10.1002/epi4.70136","title":"Epileptic drop attacks: More than just atonic seizures","year":2025,"lang":"en","type":"article","venue":"Epilepsia Open","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Epilepsy; Epileptic seizure; Corpus callosotomy; Seizure types; Electroencephalography; Epilepsy surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001936396,0.0007316725,0.0006243456,0.0006792833,0.00028896,0.0008388838,0.0003537295,0.0007190518,0.006534883],"category_scores_gemma":[0.001247819,0.00009158556,0.0003004533,0.0009490665,0.0005480191,0.001208562,0.0006089453,0.001081519,0.002096626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042186,"about_ca_system_score_gemma":0.0004307677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541925,"about_ca_topic_score_gemma":0.002079575,"domain_scores_codex":[0.9996544,0.00004802298,0.00007236779,0.00005164274,0.0001239675,0.00004967665],"domain_scores_gemma":[0.9993155,0.000169796,0.0002326737,0.00005726383,0.0001549436,0.00006975267],"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":[0.001340505,0.0001748035,0.03374382,0.006690823,0.000296259,0.126021,0.001707825,0.0004549581,0.01487889,0.01407978,0.2049868,0.5956245],"study_design_scores_gemma":[0.0002015441,0.0004411386,0.08027539,0.001978498,0.0003118128,0.4738926,0.001031926,0.0004315787,0.003559178,0.007242622,0.4305362,0.00009737915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3378914,0.3584734,0.02384472,0.03605643,0.01087462,0.0009367219,0.006795174,0.002132334,0.2229951],"genre_scores_gemma":[0.7440783,0.134637,0.005501552,0.03012213,0.01124739,0.0002358169,0.004501585,0.0003637044,0.06931244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006534883,"threshold_uncertainty_score":0.02186131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04129895951278192,"score_gpt":0.4008542084865767,"score_spread":0.3595552489737948,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}