{"id":"W3205016020","doi":"10.1016/j.avsg.2021.08.025","title":"Physician-modified Steerable Endovascular Catheter","year":2021,"lang":"en","type":"article","venue":"Annals of Vascular Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Calgary","funders":"","keywords":"Medicine; Catheter; Endovascular surgery; Endovascular treatment; Surgery; Biomedical engineering; Radiology; Aneurysm","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":[],"consensus_categories":[],"category_scores_codex":[0.001436032,0.0002201128,0.0009042709,0.0001474887,0.0003671802,0.0000126349,0.0001556005,0.0001973937,0.000646244],"category_scores_gemma":[0.0002721804,0.0002061664,0.001696073,0.0004569975,0.00005587312,0.0001473542,0.0001113785,0.0003438926,0.0002276879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002708369,"about_ca_system_score_gemma":0.0004276585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002854479,"about_ca_topic_score_gemma":0.00004141876,"domain_scores_codex":[0.9968292,0.0006979759,0.0007465568,0.0004166726,0.0004996673,0.0008099279],"domain_scores_gemma":[0.9972629,0.0007349912,0.0002706427,0.000933336,0.000620346,0.0001778164],"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":[0.0006279098,0.01376588,0.1781512,0.007933983,0.01995308,0.001338446,0.02734249,0.001921619,0.06643625,0.01953053,0.4215904,0.2414082],"study_design_scores_gemma":[0.00235217,0.0001446792,0.05342952,0.001664889,0.0009483921,0.00001044789,0.003262009,0.0005210866,0.1167063,0.005611647,0.8134272,0.001921708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796472,0.007676658,0.0007741693,0.001358894,0.0008266579,0.0003387665,0.00004289254,0.00008688618,0.009247872],"genre_scores_gemma":[0.9881113,0.004595144,0.0001428483,0.005031586,0.0004166354,0.00006534565,0.0001275674,0.00005885369,0.001450789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3918367,"threshold_uncertainty_score":0.8407223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033784051035793,"score_gpt":0.3609060624834396,"score_spread":0.2575276573798603,"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."}}