{"id":"W1963495782","doi":"10.1007/s10143-009-0204-6","title":"Endovascular management of spinal vascular malformations","year":2009,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Digital subtraction angiography; Radiology; Magnetic resonance imaging; Neurosurgery; Vascular malformation; Arteriovenous malformation; Magnetic resonance angiography; Vascular disease; Medical diagnosis; Angiography; Differential diagnosis; Surgery; Pathology","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":[0.0004734189,0.0008530758,0.001711081,0.004548307,0.0003367355,0.0008634725,0.001016867,0.0008186303,0.002679046],"category_scores_gemma":[0.001279425,0.0003096053,0.0006039715,0.003830762,0.0005102897,0.001305131,0.0005771943,0.001061568,0.001460369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755087,"about_ca_system_score_gemma":0.001195239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160998,"about_ca_topic_score_gemma":0.003763631,"domain_scores_codex":[0.9997103,0.00004098062,0.00007188936,0.00004901811,0.000104835,0.00002299094],"domain_scores_gemma":[0.9994298,0.0002855028,0.0001014603,0.00001610415,0.0001215677,0.00004555505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004890394,0.00005148137,0.0004467231,0.01298948,0.0001284149,0.001248594,0.00004163641,0.0002599748,0.0009042274,0.0005369032,0.02983114,0.9535126],"study_design_scores_gemma":[0.00005326228,0.0001714858,0.005089027,0.01149402,0.0007905855,0.02657626,0.0001747364,0.0002608881,0.001106398,0.00116002,0.9530592,0.00006405996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002625787,0.9982442,0.0001681526,0.0001326287,0.000239124,0.000004690056,0.00001373178,0.000009126128,0.0009259472],"genre_scores_gemma":[0.001315916,0.9971985,0.0003343378,0.0001978937,0.0004118299,0.000004991667,0.00004242027,0.000001942062,0.000492206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004548307,"threshold_uncertainty_score":0.008962333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06621927846546552,"score_gpt":0.3753898972346741,"score_spread":0.3091706187692086,"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."}}