{"id":"W3046565894","doi":"10.3390/app10155239","title":"The Hemodynamics of Aneurysms Treated with Flow-Diverting Stents Considering both Stent and Aneurysm/Artery Geometries","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"Agencia Estatal de Investigación; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Instituto de Salud Carlos III; Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina; Saskatchewan Health Research Foundation","keywords":"Aneurysm; Shear stress; Stent; Hemodynamics; Blood flow; Medicine; Thrombosis; Artery; Radiology; Materials science; Cardiology; Internal medicine; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001085502,0.0001283276,0.0001984483,0.0000509478,0.000484665,0.00006453313,0.0001218439,0.00002523476,0.000006968785],"category_scores_gemma":[0.00002185914,0.00007280349,0.00002780769,0.0005085121,0.0006234822,0.00006475834,0.00005291107,0.00008090748,0.000003687479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001062657,"about_ca_system_score_gemma":0.0000481398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001815124,"about_ca_topic_score_gemma":0.00001014915,"domain_scores_codex":[0.9989924,0.00001127522,0.0002059613,0.0002825286,0.0002904857,0.0002172807],"domain_scores_gemma":[0.9994596,0.0001580031,0.0001016571,0.0001308994,0.00004978622,0.0001000992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002245709,0.0006773105,0.5416262,0.0004701068,0.0004958062,0.0004631261,0.006990807,0.001475775,0.3644109,0.02065946,0.0002881791,0.06019665],"study_design_scores_gemma":[0.01406527,0.01237282,0.6224998,0.0004032378,0.001700644,0.00385334,0.03270856,0.1729119,0.1336627,0.002492155,0.001273529,0.002055949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950807,0.0001256673,0.0001765756,0.001916348,0.00001414794,0.0003645967,0.000006635868,0.00004917978,0.002266138],"genre_scores_gemma":[0.9984601,0.00003086426,0.001039829,0.0003705421,0.00002512834,0.00001944173,0.0000045969,0.000007534766,0.00004197755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2307482,"threshold_uncertainty_score":0.37277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708381442987806,"score_gpt":0.2329654123508587,"score_spread":0.2058815979209806,"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."}}