{"id":"W2340853471","doi":"10.1055/s-0036-1572368","title":"Combined Microneurosurgical and Endovascular Management of Grade V Occipital Arteriovenous Malformation: Sequential Delayed Embolization Holds the Key!","year":2016,"lang":"en","type":"article","venue":"Indian Journal of Neurosurgery","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Arteriovenous malformation; Embolization; Superior sagittal sinus; Radiology; Occipital artery; Straight sinus; Cerebral angiography; Intracranial Arteriovenous Malformations; Posterior cerebral artery; Angiography; Hematoma; Occlusion; Middle cerebral artery; Surgery; Thrombosis; Cardiology; Anastomosis; Ischemia","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":[0.0003790816,0.0001524222,0.0003584863,0.0002655401,0.00009911439,0.00004519876,0.00009295387,0.00005340317,0.00003942395],"category_scores_gemma":[0.00003033139,0.00008476136,0.0003241419,0.0002222971,0.0001148104,0.0002831111,0.00004017398,0.0001087237,0.000006799115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004128837,"about_ca_system_score_gemma":0.00004778513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001516713,"about_ca_topic_score_gemma":2.279796e-7,"domain_scores_codex":[0.9984086,0.0001212861,0.0007368177,0.0001174056,0.0004234999,0.0001924275],"domain_scores_gemma":[0.9989259,0.000102605,0.000454106,0.0002455847,0.0001376102,0.0001341408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005928104,0.0121552,0.5813708,0.002579564,0.01454451,0.04547981,0.01174913,0.0005476243,0.07565329,0.008972325,0.008353389,0.2326662],"study_design_scores_gemma":[0.01342344,0.002594942,0.9326165,0.001103342,0.001442413,0.02191479,0.0003718715,0.00007590264,0.01639231,0.0002518158,0.009446668,0.0003660291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959527,0.0003404881,0.0005634988,0.002421386,0.0003487906,0.0002904638,0.00001555516,0.000009671548,0.00005744101],"genre_scores_gemma":[0.9980391,0.001450146,0.0001544212,0.0002250286,0.0000747372,0.00000894143,0.000007661055,0.00001719799,0.00002279175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3512456,"threshold_uncertainty_score":0.3456468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570012884369225,"score_gpt":0.2340441365845061,"score_spread":0.2183440077408139,"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."}}