{"id":"W1490766077","doi":"10.1111/j.1528-1167.2011.03014.x","title":"Psychiatric outcomes of epilepsy surgery: A systematic review","year":2011,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Alberta Health Services; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research; Epilepsy Society; Fondation pour la Recherche Médicale; University of Calgary; Alberta Heritage Foundation for Medical Research; Milken Family Foundation; Alberta Health Services; Heritage Medical Research Institute; American Epilepsy Society","keywords":"Psychiatry; Context (archaeology); Medicine; Epilepsy; Psychosis; Anxiety; Epilepsy surgery; Psychiatric assessment; Brief Psychiatric Rating Scale; Psychiatric history","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001598001,0.000944361,0.01402603,0.0008565761,0.00006533621,0.00001458281,0.0004552967,0.0004111398,0.001013671],"category_scores_gemma":[0.001580541,0.0005630892,0.004223499,0.001235166,0.000128444,0.00006805477,0.0001240581,0.0006821785,0.001776875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055729,"about_ca_system_score_gemma":0.00116475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004543097,"about_ca_topic_score_gemma":0.000002842486,"domain_scores_codex":[0.9937963,0.0008216435,0.003089785,0.0007446703,0.0008047922,0.0007427649],"domain_scores_gemma":[0.9939195,0.001335858,0.001733766,0.002217919,0.0002463071,0.000546647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001117927,0.0004940455,0.002437924,0.9378144,0.002444486,0.0001334986,0.00001005867,5.989762e-10,4.606298e-9,0.0003622443,0.01200183,0.04429037],"study_design_scores_gemma":[0.0002720745,0.0002662657,0.0003965973,0.7555577,0.02118319,0.0003424071,0.000003376998,1.353676e-7,1.320074e-7,0.00003466073,0.2215714,0.0003720571],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001907349,0.9875314,0.000008311516,0.0001156416,0.0003480732,0.007927299,0.0001254748,0.000103857,0.003838066],"genre_scores_gemma":[0.00001138766,0.9946319,0.000360902,0.0002150846,0.0001082271,0.00167552,0.0003781771,0.0001551209,0.002463708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2095696,"threshold_uncertainty_score":0.9998996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08104610118695285,"score_gpt":0.3758641313466101,"score_spread":0.2948180301596572,"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."}}