{"id":"W2971031143","doi":"10.1007/s10072-019-04042-8","title":"Cerebral peri-lead edema following deep brain stimulation surgery","year":2019,"lang":"en","type":"letter","venue":"Neurological Sciences","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Deep brain stimulation; Neuroradiology; Neurosurgery; Neurology; Brain edema; Medicine; Peri; Lead (geology); Cerebral edema; Edema; Stimulation; Anesthesia; Surgery; Pathology; Internal medicine; Psychiatry; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000380962,0.0004541034,0.000898771,0.0001845113,0.0003000493,0.0001221554,0.000335959,0.0008676469,0.0006137653],"category_scores_gemma":[0.000971793,0.0002744996,0.0006753259,0.0004693964,0.0003854874,0.000143272,0.0001444598,0.001261691,0.0003587612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002049597,"about_ca_system_score_gemma":0.00009106008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001244432,"about_ca_topic_score_gemma":0.000003229625,"domain_scores_codex":[0.9960711,0.0003284724,0.0004366891,0.001278021,0.001029582,0.0008561497],"domain_scores_gemma":[0.9970716,0.002257053,0.0001944835,0.0003424175,0.00002988862,0.0001046073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000102994,0.0001957552,0.4305328,0.00005628414,0.00005012681,0.003692675,0.0000136542,0.00004839411,0.00004871327,0.00001725654,0.5598835,0.005357757],"study_design_scores_gemma":[0.002548517,0.01169653,0.5620445,0.0001250977,0.0005382937,0.0002195762,0.0000159044,0.00586531,0.00002411313,0.007414308,0.4080826,0.00142527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4517656,0.0001981129,0.0000177631,0.5430219,0.0008693329,0.000494562,0.000005083008,0.00014107,0.003486651],"genre_scores_gemma":[0.3567801,0.00001525711,0.0001015213,0.6415807,0.0006347816,0.00002270773,0.00007401341,0.00001885535,0.0007720305],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.151801,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459459710475409,"score_gpt":0.2994919774682374,"score_spread":0.2448973803634833,"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."}}