{"id":"W2255928173","doi":"10.1016/j.media.2016.01.006","title":"Geometrical deployment for braided stent","year":2016,"lang":"en","type":"article","venue":"Medical Image Analysis","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Software deployment; Stent; Computer science; Position (finance); RADIUS; Biomedical engineering; Simulation; Radiology; Engineering; Medicine; Software engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002216312,0.0001299214,0.0004015607,0.0003773451,0.00008687832,0.00001631684,0.0001303483,0.00008448416,0.00357921],"category_scores_gemma":[0.0007961119,0.00007049056,0.000529314,0.001068811,0.0001054337,0.00005376736,0.00003746203,0.00006797367,0.0002482415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008411726,"about_ca_system_score_gemma":0.00006887909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003605605,"about_ca_topic_score_gemma":0.00002178998,"domain_scores_codex":[0.9984275,0.00002854563,0.0003286528,0.0003233887,0.0006038685,0.000288059],"domain_scores_gemma":[0.9986545,0.0003473407,0.00005629716,0.0003478053,0.0001900731,0.0004039854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008118792,0.005019573,0.1155304,0.0001078434,0.01338195,0.0007563849,0.0001421008,0.000001330812,0.02967058,0.004594154,0.04480234,0.7851815],"study_design_scores_gemma":[0.03222286,0.004216528,0.6783141,0.0003152206,0.0622173,0.000465788,0.0002195032,0.01964647,0.03186361,0.004854624,0.1638895,0.001774473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2821233,0.0002283285,0.6183031,0.09578878,0.00009496888,0.000731297,0.00004960187,0.0002114612,0.00246919],"genre_scores_gemma":[0.9865922,0.00008907799,0.004121414,0.001909657,0.0002766538,0.0002005163,0.00007741182,0.00001806479,0.006715018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.783407,"threshold_uncertainty_score":0.9973317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046674494427364,"score_gpt":0.3041720158400374,"score_spread":0.2837052708957638,"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."}}