{"id":"W2328990830","doi":"10.1017/s0317167100012427","title":"Gamma Knife for Cerebral Arteriovenous Malformations at a Single Centre","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Medicine; Digital subtraction angiography; Arteriovenous malformation; Intracranial Arteriovenous Malformations; Magnetic resonance imaging; Radiology; Complication; Angiography; Surgery; Cerebral angiography; Nuclear medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000371726,0.0004385076,0.0004560348,0.001016526,0.0009514182,0.0008336695,0.000677082,0.0005293589,0.00362141],"category_scores_gemma":[0.002603504,0.000381077,0.0005706857,0.001001557,0.0005125722,0.0004353836,0.0006645281,0.0005801061,0.001277463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008901996,"about_ca_system_score_gemma":0.001080267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023691,"about_ca_topic_score_gemma":0.005867872,"domain_scores_codex":[0.9991995,0.000112043,0.00008679381,0.0002163399,0.000211881,0.0001733896],"domain_scores_gemma":[0.9977651,0.0003010148,0.000996572,0.000224102,0.0001654804,0.0005477864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002754299,0.0001963708,0.9385611,0.0001030026,0.0001917288,0.02446282,0.0005396514,0.0004274272,0.003404875,0.00006845983,0.00112034,0.03064884],"study_design_scores_gemma":[0.0001390911,0.001568786,0.6539133,0.0001033656,0.0002633788,0.3335537,0.0008151904,0.0009939631,0.003580109,0.0001250701,0.004877417,0.00006664995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966257,0.001081365,0.0005551997,0.00008076663,0.00002406283,0.0000392863,0.0001145346,0.00004865231,0.001430473],"genre_scores_gemma":[0.9979817,0.0005125917,0.0007295013,0.00009766564,0.00005635784,0.00002778914,0.0001732652,0.00002721381,0.000393938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00362141,"threshold_uncertainty_score":0.01211476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06306738368406996,"score_gpt":0.2558480388405688,"score_spread":0.1927806551564989,"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."}}