{"id":"W2468213503","doi":"10.3174/ajnr.a4845","title":"Virtual-versus-Real Implantation of Flow Diverters: Clinical Potential and Influence of Vascular Geometry","year":2016,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Digital subtraction angiography; Medicine; Stent; Embolization; Flow diverter; Radiology; Rotational angiography; Pipeline (software); Angiography; Aneurysm; Computer science","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":[0.001556112,0.0004289081,0.0003201096,0.0004377816,0.0001216024,0.0009541688,0.0004096424,0.0004294739,0.000654454],"category_scores_gemma":[0.009024364,0.0003045869,0.0003766329,0.0001662977,0.0007276575,0.0005513434,0.0005908816,0.0002454537,0.0001545012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003590651,"about_ca_system_score_gemma":0.0002518847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003005805,"about_ca_topic_score_gemma":0.0002931464,"domain_scores_codex":[0.9991215,0.0004018238,0.00006135856,0.0001314916,0.0002196886,0.00006416348],"domain_scores_gemma":[0.9954465,0.003002458,0.0007648036,0.0005417413,0.0001286053,0.0001158773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006542172,0.0005842568,0.5490751,0.0003560946,0.0003151539,0.002509262,0.0005717555,0.2389258,0.06760218,0.001420849,0.0005697994,0.1315276],"study_design_scores_gemma":[0.0001596996,0.007060205,0.2681311,0.00007893025,0.0004019058,0.01550978,0.0002821592,0.6377465,0.0662709,0.002008088,0.002208192,0.0001426976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858481,0.0002444674,0.01344993,0.00004796087,0.00001698337,0.00001386428,0.00003874201,0.00007660165,0.0002632335],"genre_scores_gemma":[0.9982602,0.00004989532,0.001604345,0.000008023321,0.000005596664,0.000005011442,0.00002125365,0.000006931498,0.00003882584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556112,"threshold_uncertainty_score":0.008229613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520851306111618,"score_gpt":0.2943977209765971,"score_spread":0.2791892079154809,"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."}}