{"id":"W324538231","doi":"10.1177/159101990901500403","title":"Clinical Characteristics of Dural Arteriovenous Shunts in 446 Patients of Three Different Ethnicities","year":2009,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Ethnic group; Radiology","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":[0.0002373939,0.0002709378,0.0002933323,0.001065954,0.0004122706,0.0003909559,0.000144741,0.0003319489,0.00140781],"category_scores_gemma":[0.001241942,0.0002461587,0.0002408531,0.0008695103,0.0003385646,0.0003739478,0.0003505607,0.0002632521,0.000246962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229328,"about_ca_system_score_gemma":0.0001999667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521281,"about_ca_topic_score_gemma":0.001472483,"domain_scores_codex":[0.9997583,0.0000435094,0.00004914488,0.00005696341,0.00004297725,0.00004908507],"domain_scores_gemma":[0.9990398,0.0002352503,0.0003680156,0.00004828576,0.00008366241,0.0002250471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000417451,0.00001516531,0.9985237,0.000004117988,0.00001112248,0.0005100355,0.0001095332,0.00002615021,0.0002309887,0.000006461844,0.00002661248,0.0004943535],"study_design_scores_gemma":[0.000007545557,0.0001637202,0.9948826,0.000004374127,0.00001514208,0.003967897,0.0004798462,0.0001138189,0.0001601659,0.00001467173,0.0001848011,0.000005496959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996374,0.00005207956,0.0000287507,0.000007778698,0.000001488939,0.000003473423,0.0001201235,0.000001348819,0.0001476744],"genre_scores_gemma":[0.9996073,0.00006372161,0.00005037881,0.00001050816,0.0000052614,0.000006902342,0.0002039628,0.000001146255,0.00005101614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001521281,"threshold_uncertainty_score":0.004709542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863564271184437,"score_gpt":0.3298944808414725,"score_spread":0.2912588381296282,"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."}}