{"id":"W4402901926","doi":"10.1227/ons.0000000000001387","title":"Brain Stiffness Correlates With Pathological Tissue in Patients With Drug-Resistant Epilepsy Due to Rasmussen Encephalitis and Focal Cortical Dysplasia","year":2024,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Cortical dysplasia; Medicine; Lesion; Epilepsy; Epilepsy surgery; Neuroimaging; Pathological; Cortex (anatomy); Histopathology; Pathology; Radiology; Magnetic resonance imaging; Neuroscience","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":[0.0002508929,0.0003050723,0.0005565085,0.0002011632,0.0001128105,0.0001443112,0.00005780395,0.00007694898,0.0001239674],"category_scores_gemma":[0.0003621387,0.0001785945,0.00003552862,0.0005038329,0.0003057415,0.0001539371,0.00007081355,0.0004860188,0.00006445853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008643022,"about_ca_system_score_gemma":0.0001882419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004043724,"about_ca_topic_score_gemma":0.00007729478,"domain_scores_codex":[0.9976101,0.0003162349,0.0003150322,0.0007422979,0.0004974708,0.0005188972],"domain_scores_gemma":[0.9981467,0.001009508,0.00002305338,0.0002215972,0.0001200194,0.0004791128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004706691,0.00076215,0.9553784,0.0001037082,0.00007928212,0.02648091,0.0007502309,0.00001269165,0.002530413,0.0005582987,0.001475575,0.007161611],"study_design_scores_gemma":[0.001972419,0.003494407,0.9918559,0.0005681,0.00004102766,0.0002415543,0.0001361808,0.0001040044,0.0008398581,0.00001540267,0.000508089,0.0002230371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946964,0.0001622758,0.00007229828,0.003339122,0.0001116373,0.001097135,0.00008197613,0.0000648979,0.0003742001],"genre_scores_gemma":[0.9979285,0.00002265187,0.0001964758,0.0006066488,0.00004274376,0.000195893,0.0000720663,0.00004259071,0.0008924569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03647748,"threshold_uncertainty_score":0.7282871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035285498864107,"score_gpt":0.2769141491262766,"score_spread":0.2665612941376355,"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."}}