{"id":"W4249124057","doi":"10.1177/159101990601200301","title":"Neurovascular Radiosurgery","year":2006,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Radiosurgery; Neurovascular bundle; Radiology; Surgery; Radiation therapy","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":[0.000229924,0.000555981,0.0003650671,0.00102627,0.000330007,0.0006613488,0.0005927418,0.0006841387,0.0453987],"category_scores_gemma":[0.0005000365,0.00009458303,0.0004236272,0.0004960558,0.0002564078,0.0005449405,0.0005676859,0.00102277,0.02046349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004552974,"about_ca_system_score_gemma":0.0005350745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005837738,"about_ca_topic_score_gemma":0.001546049,"domain_scores_codex":[0.9998593,0.00001758589,0.00001431306,0.00002690627,0.00006020639,0.00002169639],"domain_scores_gemma":[0.9997824,0.00003982833,0.00002741379,0.00002270025,0.00008035368,0.00004739913],"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":[0.0001248901,0.00007081185,0.001038981,0.001047958,0.00007538501,0.002512567,0.00004330149,0.0003115906,0.003057624,0.00437678,0.1194948,0.8678452],"study_design_scores_gemma":[0.00004144507,0.0001579782,0.002961245,0.0005119396,0.00007773812,0.02388264,0.00004446301,0.000232243,0.004460391,0.003731667,0.9638807,0.00001747951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02081651,0.4728413,0.02853477,0.01975129,0.02520172,0.0002392388,0.001514447,0.002138649,0.4289621],"genre_scores_gemma":[0.1503703,0.4235866,0.01688504,0.01565179,0.02856296,0.0002335843,0.003236107,0.0005612488,0.3609123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0453987,"threshold_uncertainty_score":0.1518738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398069818043677,"score_gpt":0.2568620985961769,"score_spread":0.2428814004157402,"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."}}