{"id":"W2036703844","doi":"10.1007/s00381-006-0207-3","title":"Pediatric arteriovenous malformation: University of Toronto experience using stereotactic radiosurgery","year":2006,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; Health Sciences Centre; SickKids Foundation; Sunnybrook Health Science Centre","funders":"","keywords":"Radiosurgery; Medicine; Neurosurgery; Arteriovenous malformation; Microsurgery; Intracranial Arteriovenous Malformations; Embolization; Radiology; Radiation therapy; Surgery; Cerebral angiography; Angiography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002627814,0.0006276817,0.0002683976,0.0006169395,0.001978863,0.0005971002,0.0006263395,0.0007016613,0.002681998],"category_scores_gemma":[0.00132017,0.0003053798,0.0003985881,0.00160845,0.0007248662,0.0004017418,0.0004928516,0.0006874206,0.0005136442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126111,"about_ca_system_score_gemma":0.00302359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1152628,"about_ca_topic_score_gemma":0.3624085,"domain_scores_codex":[0.9995531,0.00006799932,0.00004961461,0.0000615586,0.0001300912,0.0001376395],"domain_scores_gemma":[0.9992393,0.000137708,0.0001277171,0.00006134192,0.00008778265,0.0003461503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007836533,0.002195335,0.5839977,0.0003766074,0.0002507849,0.2223125,0.01499888,0.003867565,0.01137975,0.001775899,0.006795482,0.1512659],"study_design_scores_gemma":[0.0001374489,0.002454279,0.6713296,0.0001347124,0.0002603362,0.2949782,0.003353347,0.001154966,0.005412092,0.0002970367,0.02036864,0.0001193979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851686,0.002072798,0.0004851421,0.0004058171,0.00002920462,0.00003769949,0.0001833127,0.0000297506,0.01158773],"genre_scores_gemma":[0.9931907,0.003512109,0.000801729,0.0001388723,0.00004941187,0.00001142913,0.0002312027,0.00002596968,0.002038571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152628,"threshold_uncertainty_score":0.2291838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009273463900429319,"score_gpt":0.2027390728546178,"score_spread":0.1934656089541885,"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."}}