{"id":"W4413899562","doi":"10.5469/neuroint.2025.00556","title":"Outcome Analysis and Early Concept Development to Identify the Most Suitable Woven EndoBridge Size Based on Various Shapes of Cerebral Aneurysms","year":2025,"lang":"en","type":"article","venue":"Neurointervention","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Aneurysm; Interquartile range; Volume (thermodynamics); Stent; Medicine; Index (typography); Radiology; Computer science; Surgery; World Wide Web; Physics","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":[0.005169842,0.0006141692,0.0006552013,0.002609916,0.0003117993,0.001174685,0.0006677181,0.0003322756,0.002462517],"category_scores_gemma":[0.01392011,0.0001309271,0.000745965,0.0009481402,0.000402169,0.001361395,0.0007639046,0.0005523684,0.0004423359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007272543,"about_ca_system_score_gemma":0.001125686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000519926,"about_ca_topic_score_gemma":0.0005800544,"domain_scores_codex":[0.998378,0.0006111899,0.0001959327,0.0001849356,0.0005101401,0.0001198562],"domain_scores_gemma":[0.9931791,0.002641398,0.002067231,0.0003023104,0.001376384,0.0004337185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002533836,0.0007948283,0.6556615,0.0006133013,0.0002621403,0.0003973078,0.0009110673,0.002575598,0.003146674,0.002855974,0.001633737,0.3286141],"study_design_scores_gemma":[0.0002637213,0.004889522,0.9316584,0.0005998485,0.0007555012,0.001780149,0.001695249,0.03045734,0.01208505,0.008197783,0.007494131,0.0001232783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424224,0.002882246,0.04869166,0.0005046828,0.00009455569,0.000542416,0.0007047718,0.0001484054,0.004008844],"genre_scores_gemma":[0.9759419,0.0008209926,0.02114554,0.00007637401,0.00006391598,0.0005485598,0.0006049981,0.00002850205,0.0007692473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005169842,"threshold_uncertainty_score":0.02734107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029368520557086,"score_gpt":0.308079335497035,"score_spread":0.2877856502914641,"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."}}