{"id":"W2320329587","doi":"10.1583/13-4530c.1","title":"Commentary: Nitinol Stent Designs Need to Adhere to the 3Bs: Biofunctionality, Biodurability, and Biocompatibility","year":2014,"lang":"en","type":"letter","venue":"Journal of Endovascular Therapy","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Université Laval","funders":"","keywords":"Medicine; Biocompatibility; Stent; Biomedical engineering; Prosthesis design; Radiology; Medical physics; Surgery; Engineering; Prosthesis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001760008,0.000563394,0.001254669,0.0003023272,0.0001747979,0.00008272989,0.0004350819,0.0003565903,0.0002818135],"category_scores_gemma":[0.0002036515,0.000326644,0.0009519434,0.0003012488,0.0001663253,0.00007615929,0.0001253394,0.001320677,0.00005250458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083463,"about_ca_system_score_gemma":0.000162477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002187097,"about_ca_topic_score_gemma":0.00001301742,"domain_scores_codex":[0.9955922,0.0008837142,0.001165619,0.0005481084,0.001336792,0.0004735065],"domain_scores_gemma":[0.9968284,0.0004532684,0.0005519314,0.001228273,0.0005610336,0.0003770973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009170398,0.0005656695,0.05334598,0.0001637181,0.002987832,0.0005908285,0.0004309328,0.00001451096,0.0008535295,0.000001707362,0.9331514,0.006976845],"study_design_scores_gemma":[0.004776598,0.004560792,0.03674787,0.0003480199,0.0009315257,0.002326372,0.0001500472,0.00001100195,0.00101314,0.0001362566,0.9486195,0.0003788749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2949518,0.001334463,0.001263797,0.6998993,0.0004347237,0.002009505,0.00003253979,0.00003126781,0.00004260187],"genre_scores_gemma":[0.1250888,0.0003329455,0.002665973,0.867975,0.003510177,0.00006985892,0.00007518908,0.00009638965,0.0001856441],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.169863,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028196306618237,"score_gpt":0.3011453921602484,"score_spread":0.240863429094066,"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."}}