{"id":"W4229043431","doi":"10.3171/2022.3.jns2217","title":"Woven EndoBridge versus stent-assisted coil embolization of cerebral bifurcation aneurysms","year":2022,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Occlusion; Stent; Surgery; Cohort; Embolization; Retrospective cohort study; Aneurysm; Radiology; 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":[0.002740306,0.0002106823,0.0006511283,0.0003366579,0.00009140889,0.0005888636,0.0002274149,0.0003449821,0.001088059],"category_scores_gemma":[0.005351098,0.0001273222,0.0008363592,0.000369909,0.0002477503,0.0004182004,0.0002867125,0.0004408348,0.0001775287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758324,"about_ca_system_score_gemma":0.0002111166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001448305,"about_ca_topic_score_gemma":0.0004081713,"domain_scores_codex":[0.9988657,0.0005116506,0.0001426465,0.0001581067,0.0002378827,0.00008399564],"domain_scores_gemma":[0.9971876,0.001363001,0.001022,0.0001810047,0.0001102168,0.0001363272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1373932,0.001079912,0.4791137,0.002101541,0.01746699,0.0006855525,0.0004782696,0.001912198,0.005350661,0.001368396,0.002026189,0.3510233],"study_design_scores_gemma":[0.004151051,0.02472544,0.9384321,0.0007435011,0.0101228,0.001606832,0.0003907447,0.007156048,0.004104794,0.002515967,0.005998136,0.00005258566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889562,0.008922548,0.0007378308,0.0002068589,0.0001056837,0.000015234,0.0000837739,0.00001029238,0.00096166],"genre_scores_gemma":[0.9961093,0.002829372,0.0003797584,0.0001130681,0.0001487362,0.00001876395,0.0001347653,0.000004503261,0.0002616566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002740306,"threshold_uncertainty_score":0.01449233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917941722438852,"score_gpt":0.2714246179065987,"score_spread":0.2322452006822102,"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."}}