{"id":"W3089529553","doi":"10.1115/1.4048645","title":"Stent-Induced Vascular Remodeling in Two-Step Stent-Assisted Coiling Treatment of Brain Aneurysms: A Closer Look Into the Hemodynamic Changes During the Stent Healing Period","year":2020,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hemodynamics; Stent; Aneurysm; Medicine; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000362842,0.000303149,0.0006660431,0.0002151652,0.0001442461,0.0000406872,0.0002630161,0.00008710817,0.00001076723],"category_scores_gemma":[0.0001084213,0.0001806697,0.0004128325,0.0005554439,0.0000295855,0.00008374189,0.0000683057,0.0003881663,0.000002441768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003787455,"about_ca_system_score_gemma":0.00008873774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009188808,"about_ca_topic_score_gemma":0.00004237104,"domain_scores_codex":[0.9978941,0.00008848007,0.0008786038,0.0002771643,0.0004930364,0.0003686128],"domain_scores_gemma":[0.9988127,0.0001596683,0.0003185401,0.0003326553,0.0001685058,0.0002079841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003948332,0.0003754004,0.000155711,0.0002154864,0.0003534397,0.0002657367,0.002368537,0.01097191,0.9734066,0.0001700674,9.801827e-7,0.01132134],"study_design_scores_gemma":[0.009399708,0.002900567,0.003513057,0.0008864315,0.0007628082,0.001786129,0.003828029,0.9294103,0.04671511,0.00003811319,0.0003234397,0.000436304],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791418,0.00116335,0.005641138,0.01326697,0.0001710219,0.0005661123,0.000003991501,0.00003836154,0.000007273019],"genre_scores_gemma":[0.9972058,0.0002123316,0.00191905,0.0002185616,0.0003531666,0.00002620679,0.000005309102,0.00004651603,0.00001304091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9266915,"threshold_uncertainty_score":0.7367498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135253285516887,"score_gpt":0.2611833841651566,"score_spread":0.2398308513099877,"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."}}