{"id":"W4390381922","doi":"10.1212/wnl.0000000000208076","title":"Idiopathic Generalized Epilepsy","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Idiopathic generalized epilepsy; Epilepsy; Medicine; Psychological intervention; Neuroimaging; Semiology; Electroencephalography; Pathophysiology; Drug Resistant Epilepsy; Neuroscience; Psychiatry; Psychology; Pathology","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":[0.000231176,0.0006094972,0.0005917667,0.0006766088,0.0005019251,0.0006125494,0.0003199854,0.0005088935,0.01431453],"category_scores_gemma":[0.001127569,0.0000857971,0.0004032397,0.0008683645,0.0005307437,0.0005701108,0.0006498168,0.0006739705,0.004299084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006410836,"about_ca_system_score_gemma":0.001007213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00388604,"about_ca_topic_score_gemma":0.006725722,"domain_scores_codex":[0.9997395,0.00003103242,0.00003299155,0.0000418051,0.00007817979,0.00007646976],"domain_scores_gemma":[0.9997441,0.00004477173,0.00006828033,0.00003616774,0.00006472097,0.00004188263],"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":[0.0008274579,0.0002478498,0.109731,0.002395761,0.0004102492,0.1198081,0.001114715,0.0005329005,0.009644039,0.03815861,0.1388083,0.5783211],"study_design_scores_gemma":[0.0001781844,0.0003384556,0.1334382,0.001202731,0.0001915004,0.4423212,0.0006240754,0.0003768316,0.001766244,0.01296436,0.406546,0.00005231786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2630125,0.1250174,0.01259495,0.0101047,0.001549222,0.001171554,0.005941255,0.001198661,0.5794098],"genre_scores_gemma":[0.8419896,0.05045081,0.004608579,0.01143951,0.0009797042,0.0003115556,0.005319343,0.0001684489,0.08473241],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01431453,"threshold_uncertainty_score":0.04788691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03609872990285744,"score_gpt":0.3206542769224484,"score_spread":0.284555547019591,"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."}}