{"id":"W2570693762","doi":"10.1136/neurintsurg-2016-012589.164","title":"E-092 Coil Embolization of Indirect Carotid-Cavernous Fistula: The Role of DynaCT in Pre-Treatment Planning","year":2016,"lang":"en","type":"article","venue":"","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Carotid-cavernous fistula; Fistula; Cavernous sinus; Carotid-Cavernous Sinus Fistula; Surgery; Embolization; Radiology; Complication; Occlusion","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":[0.0007050789,0.0001163364,0.0002077931,0.0007397787,0.0003065998,0.0006487837,0.0001974838,0.0002680869,0.004172086],"category_scores_gemma":[0.002092382,0.0001350694,0.0002178483,0.0006424883,0.0003372695,0.0005251282,0.0003450842,0.0003182956,0.0007194713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524539,"about_ca_system_score_gemma":0.0007969182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137143,"about_ca_topic_score_gemma":0.001873753,"domain_scores_codex":[0.9997228,0.00007715406,0.0000744359,0.00003102269,0.00005051883,0.00004396701],"domain_scores_gemma":[0.9984109,0.000648993,0.0004931994,0.00009135478,0.0001896397,0.000165861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004234973,0.00009057095,0.9263005,0.0002427781,0.0000333312,0.006640239,0.000243339,0.0002898535,0.001644922,0.00038779,0.002194929,0.06150815],"study_design_scores_gemma":[0.0000365993,0.0002965201,0.8950996,0.0004992793,0.0001075001,0.07766179,0.001086877,0.001796731,0.003390173,0.0006136181,0.01936914,0.00004213744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974715,0.005110892,0.003901742,0.0005412906,0.00005839458,0.0000879763,0.0007316401,0.00006625042,0.0147868],"genre_scores_gemma":[0.9935691,0.001684938,0.003126378,0.0001917128,0.00005087223,0.00003271509,0.0004034352,0.00001196227,0.0009286911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004172086,"threshold_uncertainty_score":0.01395702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201445837237691,"score_gpt":0.2620541008528243,"score_spread":0.2500396424804474,"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."}}