{"id":"W2602210025","doi":"10.1016/j.wneu.2017.03.061","title":"Stereotactic Radiosurgery for ARUBA (A Randomized Trial of Unruptured Brain Arteriovenous Malformations)–Eligible Spetzler-Martin Grade I and II Arteriovenous Malformations: A Multicenter Study","year":2017,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Arteriovenous malformation; Intracranial Arteriovenous Malformations; Cohort; Randomized controlled trial; Retrospective cohort study; Stroke (engine); Surgery; Radiation therapy; Cerebral angiography; Angiography; Internal medicine","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":[0.001433379,0.001257643,0.001999922,0.000292432,0.0004138048,0.0007924425,0.0008358437,0.0009745911,0.003081973],"category_scores_gemma":[0.001408097,0.000481119,0.00202061,0.0005081567,0.000823923,0.0007819243,0.00032228,0.001504241,0.0004960998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005022472,"about_ca_system_score_gemma":0.0008284869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001320719,"about_ca_topic_score_gemma":0.002344957,"domain_scores_codex":[0.9990968,0.0004992883,0.00006558599,0.0001563592,0.00005774375,0.0001242387],"domain_scores_gemma":[0.9992542,0.0001979412,0.0002338475,0.0001055549,0.00005354873,0.0001548413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9499761,0.006149809,0.008560761,0.0007339613,0.007166153,0.0001400323,0.0001350175,0.0004815133,0.006286918,0.0003302519,0.001320214,0.01871913],"study_design_scores_gemma":[0.9036731,0.06223724,0.02229447,0.00005796637,0.008122968,0.0001810386,0.0001131451,0.0006323523,0.0010359,0.0003454806,0.001266976,0.00003929906],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956262,0.002347368,0.0002857367,0.0001942571,0.0001311244,0.0004256098,0.0003624141,0.0000229994,0.0006042619],"genre_scores_gemma":[0.9961221,0.001145015,0.000443496,0.0002998642,0.0001864322,0.0004673066,0.0006581368,0.00001202438,0.0006656972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003081973,"threshold_uncertainty_score":0.01031023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085485966309196,"score_gpt":0.3058393454431308,"score_spread":0.2749844857800388,"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."}}