{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001766692,0.0002313284,0.0003061867,0.0005557394,0.0001654636,0.0002518835,0.0001166879,0.0002157381,0.0007810724],"category_scores_gemma":[0.001675457,0.0001207818,0.00009981793,0.000290053,0.0002556698,0.000209066,0.0001780618,0.0001839853,0.00009301332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009857539,"about_ca_system_score_gemma":0.00007720749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004750089,"about_ca_topic_score_gemma":0.000743175,"domain_scores_codex":[0.9998602,0.00003641551,0.0000226981,0.00003106027,0.00002754473,0.00002219644],"domain_scores_gemma":[0.999273,0.0002294695,0.0003159804,0.00004034556,0.00004015501,0.0001010048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000418465,0.00003848048,0.9863958,0.00001902523,0.00003530625,0.003244022,0.000179789,0.00007697839,0.005454519,0.00003449654,0.00004775646,0.004055308],"study_design_scores_gemma":[0.000007627644,0.0001561631,0.9926212,0.000002627553,0.00001481117,0.006528077,0.00007738005,0.0001373036,0.0003447584,0.00003990597,0.0000664755,0.000003614787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997223,0.00008544848,0.00005118869,0.000007245921,7.791302e-7,0.0000020478,0.00001334023,0.000002208136,0.0001153995],"genre_scores_gemma":[0.9998593,0.00004281659,0.00003931039,0.000005015737,0.000003470346,0.000001643392,0.00002427712,5.898926e-7,0.00002363727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007810724,"threshold_uncertainty_score":0.002612889,"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."}}