{"id":"W2065400074","doi":"10.3171/jns.2002.97.4.0767","title":"Benign cranial dural arteriovenous fistulas: outcome of conservative management based on the natural history of the lesion","year":2002,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":300,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Natural history; Embolization; Asymptomatic; Surgery; Radiology; Conservative management; Lesion","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898197,0.0001088588,0.0003365112,0.000151242,0.00004790643,0.000005235416,0.0001077315,0.00002667576,0.0001084066],"category_scores_gemma":[0.0001567915,0.00005349405,0.0005033476,0.0001350321,0.0000913452,0.00005826514,0.00002046648,0.0001940957,0.000002899211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709486,"about_ca_system_score_gemma":0.00003971238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000466101,"about_ca_topic_score_gemma":9.97687e-7,"domain_scores_codex":[0.9985644,0.0001397784,0.0006259499,0.00007090152,0.0004967418,0.0001021896],"domain_scores_gemma":[0.9985862,0.0003214772,0.0006389835,0.0002760063,0.0001404557,0.00003688974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002461195,0.01256599,0.7380894,0.001133546,0.00205113,0.002208866,0.003873602,0.002123282,0.01056524,0.001327688,0.208273,0.01532701],"study_design_scores_gemma":[0.002079728,0.0006835108,0.9834794,0.0004575168,0.0003703253,0.000208541,0.0001349132,0.001947835,0.001098591,0.00001421429,0.009442366,0.00008308417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913207,0.0003869154,0.00001123259,0.006333891,0.0009113303,0.0002389251,0.000005015412,0.000003561583,0.0007884676],"genre_scores_gemma":[0.9973096,0.00008266834,0.00005153909,0.002183282,0.00004156957,0.000004175697,7.25838e-7,0.0000092599,0.0003171851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.24539,"threshold_uncertainty_score":0.2181424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920210611157787,"score_gpt":0.245022516053639,"score_spread":0.1858204099420611,"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."}}