{"id":"W4386892087","doi":"10.1016/j.jvs.2023.08.094","title":"SideEye: Performance Evaluation For Fenestrated Endovascular Aneurysm Repair Procedures","year":2023,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Catheter; Fluoroscopy; Aneurysm; Imaging phantom; Radiation exposure; Surgery; Radiology; Nuclear medicine","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":[0.0007109105,0.000557854,0.0005395986,0.001235205,0.0004334406,0.0009399694,0.0003757924,0.0004607045,0.004169442],"category_scores_gemma":[0.003872936,0.0001101609,0.0007791808,0.0006144886,0.00021984,0.0007856415,0.0006423331,0.0005770326,0.001270933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219902,"about_ca_system_score_gemma":0.0007155061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421423,"about_ca_topic_score_gemma":0.004416514,"domain_scores_codex":[0.9994536,0.00008192688,0.00006968564,0.00006552788,0.0002117651,0.00011755],"domain_scores_gemma":[0.9974958,0.0003369321,0.0007498232,0.00008021709,0.0007244457,0.0006126886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0021981,0.0002875686,0.9532697,0.0001251432,0.0001222142,0.000442648,0.0001583619,0.0003894584,0.001366778,0.00008655349,0.002089454,0.03946403],"study_design_scores_gemma":[0.00003139153,0.001757709,0.9913048,0.0001126667,0.0002177112,0.001249375,0.0005111193,0.001053988,0.00115074,0.0001330545,0.002441163,0.00003633718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844462,0.001124277,0.0009274091,0.0002780068,0.000118607,0.00008170612,0.00195922,0.00006957963,0.01099498],"genre_scores_gemma":[0.9926812,0.0006695286,0.001851047,0.0001486251,0.0001160431,0.00006875812,0.002113538,0.00004548129,0.002305662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004169442,"threshold_uncertainty_score":0.01394814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04098598876403177,"score_gpt":0.3045048098161763,"score_spread":0.2635188210521445,"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."}}