{"id":"W4386074672","doi":"10.11159/icbes23.119","title":"Workflow and Clinical Implementation of a Simulation Method for the Analysis of Hemodynamics and Structural Mechanics of Cerebral Aneurysms","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Österreichische Forschungsförderungsgesellschaft","keywords":"Workflow; Computer science; Hemodynamics; Medicine; Cardiology; Database","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887312,0.0007517708,0.0005371589,0.0007469118,0.0004707035,0.001396487,0.001535868,0.000701156,0.007505649],"category_scores_gemma":[0.004343063,0.000507384,0.0007374166,0.0003687603,0.0003011086,0.0004647483,0.001117326,0.00070722,0.003196096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005807052,"about_ca_system_score_gemma":0.002470536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542199,"about_ca_topic_score_gemma":0.001779686,"domain_scores_codex":[0.9993123,0.0001981024,0.00008154156,0.0001306035,0.0002247046,0.0000529006],"domain_scores_gemma":[0.9981806,0.0006502349,0.00008790583,0.0004123796,0.0004931651,0.0001756797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00175441,0.0008228207,0.01427437,0.0006454687,0.000211531,0.001521701,0.00201546,0.2407108,0.09056897,0.01918487,0.02447237,0.6038173],"study_design_scores_gemma":[0.0002667212,0.0002031009,0.002807464,0.0001260823,0.00006160177,0.0005296287,0.0001527221,0.9010564,0.0433428,0.005814299,0.04553057,0.0001086015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01381584,0.00009621205,0.9654968,0.000240901,0.00007326069,0.0003689539,0.0004492887,0.01619491,0.003263772],"genre_scores_gemma":[0.1762722,0.0003492546,0.8133944,0.0001341648,0.00004251081,0.0009346583,0.001631645,0.002274082,0.00496708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007505649,"threshold_uncertainty_score":0.02510893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123485341803585,"score_gpt":0.2990960236432319,"score_spread":0.2867474894628734,"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."}}