{"id":"W2316866545","doi":"10.1177/19714009090220s118","title":"Classification of Spinal Vascular Malformations","year":2009,"lang":"en","type":"article","venue":"The Neuroradiology Journal","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Shunting; Medicine; Spinal cord; Shunt (medical); Arteriovenous fistula; Fistula; Vein; Classification scheme; Cord; Radiology; Artery; Anatomy; Surgery","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":[0.000293594,0.00007320788,0.0001736964,0.0001047835,0.0001712979,0.00001071279,0.00009850839,0.00004192306,0.00004123559],"category_scores_gemma":[0.00006327512,0.00004219714,0.0001777092,0.000132734,0.00006653707,0.00009279141,0.000006482274,0.0002237397,0.0000293756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002936554,"about_ca_system_score_gemma":0.0000527536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.596294e-7,"about_ca_topic_score_gemma":1.912416e-7,"domain_scores_codex":[0.999271,0.00009882876,0.0003011934,0.00006152233,0.0001415023,0.0001259828],"domain_scores_gemma":[0.999401,0.00002563225,0.0001643342,0.0002404564,0.0001083991,0.00006019029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001448066,0.006778995,0.3026499,0.0001746025,0.003168983,0.0003283479,0.004715126,0.002986769,0.08181971,0.1864679,0.0411736,0.368288],"study_design_scores_gemma":[0.000857642,0.001024289,0.9882659,0.0000243358,0.0002122531,0.004030747,0.00006841369,0.0005047583,0.000247041,0.0009879865,0.003738143,0.00003846025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830691,0.0006518916,0.001273535,0.01341516,0.0001095318,0.0001742793,0.000001247119,0.00001450205,0.001290797],"genre_scores_gemma":[0.9980479,0.0005669835,0.000382933,0.0008703927,0.00009997279,0.000004464035,0.000006149552,0.000003888132,0.00001735692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.685616,"threshold_uncertainty_score":0.1720749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138089779581636,"score_gpt":0.299077813416194,"score_spread":0.2676969156203777,"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."}}