{"id":"W2076893071","doi":"10.1111/epi.12530","title":"A survey of seizures and current treatments in 15q duplication syndrome","year":2014,"lang":"en","type":"article","venue":"Epilepsia","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute of Environmental Health Sciences","keywords":"Oxcarbazepine; Carbamazepine; Epilepsy; dup; Pediatrics; Vigabatrin; Population; Medicine; Epileptic spasms; Psychology; Seizure types; Anticonvulsant; Anesthesia; Psychiatry; Gene duplication; Genetics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001438579,0.00005915157,0.00008966126,0.00002509203,0.00001757902,0.00000530519,0.00004745302,0.00003843373,0.000008045913],"category_scores_gemma":[0.0000356054,0.00005496884,0.00001513266,0.00004096637,0.00002357285,0.000001940905,0.00003078611,0.00002123592,0.000003035173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005773113,"about_ca_system_score_gemma":0.00001701061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002724173,"about_ca_topic_score_gemma":0.0001571599,"domain_scores_codex":[0.9995628,0.00006276449,0.000133223,0.0001286905,0.00003517657,0.00007737226],"domain_scores_gemma":[0.9997536,0.00001137884,0.00004970998,0.000136275,0.00002657094,0.00002246651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002023093,0.0000916861,0.9873557,0.00002513469,0.00001833332,4.394593e-7,0.00008206788,0.00002739858,0.006328795,0.0004240891,0.0001374529,0.005488663],"study_design_scores_gemma":[0.0002911207,0.0001202309,0.9953833,0.000008469096,0.000005242154,0.000009187736,0.000009906564,0.0001279874,0.002930604,0.00008582882,0.0009708299,0.00005724228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998956,0.0005220043,0.0001907635,0.00001803974,0.00003763808,0.00007199117,0.00002849682,0.000002198986,0.0001729172],"genre_scores_gemma":[0.9995089,0.0001315694,0.00008269597,0.00001103991,0.00001350997,0.00001459395,0.0001295334,0.00000497756,0.0001032356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00802764,"threshold_uncertainty_score":0.2241564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218075205579057,"score_gpt":0.2474639126413835,"score_spread":0.2352831605855929,"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."}}