{"id":"W2118565016","doi":"10.1093/brain/awq286","title":"Impaired peri-nidal cerebrovascular reserve in seizure patients with brain arteriovenous malformations","year":2010,"lang":"en","type":"article","venue":"Brain","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Arteriovenous malformation; Medicine; Magnetic resonance imaging; Cardiology; Venous blood; Magnetic resonance angiography; Epilepsy; Internal medicine; Radiology; Psychiatry","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":[0.0002714824,0.0001984365,0.0002909092,0.0002426159,0.0001251166,0.00005134318,0.0001008861,0.0001218354,0.000327153],"category_scores_gemma":[0.0002052543,0.0001499375,0.0001528547,0.0003718003,0.00005657185,0.0002995716,0.00003948817,0.0002910529,0.0001193633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009488047,"about_ca_system_score_gemma":0.0001162111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002055484,"about_ca_topic_score_gemma":0.001219185,"domain_scores_codex":[0.9986894,0.00005302641,0.0003225948,0.000233861,0.0003717182,0.000329366],"domain_scores_gemma":[0.9989951,0.00006991693,0.00007964283,0.000570861,0.0001260855,0.000158405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001193703,0.00248737,0.9778233,0.0001201968,0.0002953564,0.00006486687,0.003307527,0.00006219162,0.0003004123,0.0007649368,0.006930455,0.007724054],"study_design_scores_gemma":[0.006295855,0.0004765307,0.9752536,0.00008715646,0.00005755115,0.00008047278,0.0002428149,0.0003251186,0.000143588,0.00004010653,0.01681076,0.0001863846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900113,0.00003202125,0.00007590214,0.007827015,0.00007726,0.0009772634,0.00003904678,0.00006769281,0.0008925232],"genre_scores_gemma":[0.9960812,0.000003854917,0.001662884,0.001291326,0.00005293961,0.0001774262,0.0004625301,0.00003061895,0.0002372663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009880307,"threshold_uncertainty_score":0.6114273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005080534007653183,"score_gpt":0.2193897499590095,"score_spread":0.2143092159513563,"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."}}