{"id":"W2009225254","doi":"10.3171/jns.2006.105.5.689","title":"Radiosurgical treatment for rolandic arteriovenous malformations","year":2006,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Arteriovenous malformation; Nuclear medicine; Population; Intracranial Arteriovenous Malformations; Surgery; Radiation therapy; Radiology; Angiography; Cerebral 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":[0.0001192377,0.0001646018,0.0001941993,0.0003705132,0.0003358995,0.0002482898,0.0002639649,0.0001724559,0.001097597],"category_scores_gemma":[0.0008510964,0.00006619175,0.0002058382,0.0003765901,0.0003191016,0.0001122601,0.000134254,0.0001810186,0.0002546014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003382083,"about_ca_system_score_gemma":0.0003294604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299634,"about_ca_topic_score_gemma":0.003320059,"domain_scores_codex":[0.9998968,0.00001826015,0.00001218289,0.00001293384,0.00002545694,0.00003440375],"domain_scores_gemma":[0.9997422,0.00007463539,0.000100537,0.0000120125,0.0000185819,0.00005201285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009292688,0.0002036563,0.7475546,0.0006265351,0.0004514489,0.03261786,0.0007072033,0.001951145,0.01562875,0.0002847987,0.003851098,0.1951936],"study_design_scores_gemma":[0.0001505908,0.001169619,0.7677358,0.0002027488,0.0002565612,0.2119255,0.0004649707,0.001088619,0.007298467,0.0002738499,0.009412026,0.00002125408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987604,0.009423531,0.0007302765,0.0001723217,0.00002211105,0.00002287349,0.00009730438,0.00004400004,0.001883589],"genre_scores_gemma":[0.9964342,0.002881502,0.0002358835,0.00005924522,0.00004121855,0.00001071448,0.0001385048,0.000004477951,0.0001942357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001299634,"threshold_uncertainty_score":0.003671825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348383352861334,"score_gpt":0.270164024153623,"score_spread":0.2466801906250097,"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."}}