{"id":"W4416079501","doi":"10.1227/ons.0000000000001838","title":"Widening the Woven EndoBridge: Impact of New Width-Weighted Sizing Method on Woven EndoBridge Selection and Device Compression: A Single Institution Experience in 68 Patients With 12-Month Angiographic Follow-up","year":2025,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Sizing; Selection (genetic algorithm); Compression (physics); Occlusion; Complication","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":[0.0008190142,0.0005341506,0.0005759664,0.0005869072,0.0004684856,0.0005418001,0.000369995,0.0004038261,0.0008120694],"category_scores_gemma":[0.003352499,0.0004480642,0.0003568323,0.0005092667,0.0004409359,0.0004418989,0.0003928643,0.0004285823,0.0003180942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003347554,"about_ca_system_score_gemma":0.0003085439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007460724,"about_ca_topic_score_gemma":0.001386142,"domain_scores_codex":[0.9994836,0.0001266329,0.00008477426,0.0001007583,0.00009599717,0.0001081216],"domain_scores_gemma":[0.9985576,0.0004570465,0.0004776421,0.0001853568,0.00007530559,0.0002468886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00110107,0.001047841,0.9476765,0.00003883333,0.0001043925,0.007176851,0.0009358252,0.0003767456,0.003212139,0.00002855308,0.0002604492,0.03804073],"study_design_scores_gemma":[0.0001543754,0.007937266,0.9501813,0.00002836599,0.0001397652,0.03581998,0.0007031955,0.001420994,0.002962047,0.00004895052,0.000550698,0.00005311269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995304,0.0001414467,0.0001588166,0.000008942227,0.000002234872,0.000006799917,0.00001733975,0.000004747573,0.0001292888],"genre_scores_gemma":[0.9991335,0.000189991,0.0004769559,0.00002323545,0.00001492908,0.00001457258,0.00006337446,0.000005837591,0.00007756778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008190142,"threshold_uncertainty_score":0.00433141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833752933129219,"score_gpt":0.3404687481503625,"score_spread":0.3021312188190703,"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."}}