{"id":"W4391887287","doi":"10.1016/j.jvs.2024.02.006","title":"A procedural step analysis of radiation exposure in fenestrated endovascular aortic repair","year":2024,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Radiation exposure; Aortic repair; Surgery; Radiology; Nuclear medicine; Aorta","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":[0.0007346555,0.0004071071,0.0003369674,0.001285122,0.0002966724,0.001056017,0.0007222033,0.0005071232,0.003643952],"category_scores_gemma":[0.003747166,0.0002220796,0.001335414,0.000656198,0.0002412903,0.0003739271,0.0005903888,0.0005313863,0.0005539794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003787718,"about_ca_system_score_gemma":0.0006705508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00376592,"about_ca_topic_score_gemma":0.004313811,"domain_scores_codex":[0.9994602,0.0001171473,0.00004094326,0.00008468307,0.0002165318,0.00008055854],"domain_scores_gemma":[0.9970706,0.001537228,0.0004032186,0.0002390657,0.0006293138,0.0001205905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004263909,0.0004268936,0.8394239,0.00029352,0.0009133926,0.001216779,0.0004119866,0.0339545,0.02323586,0.002080759,0.0008639712,0.09291457],"study_design_scores_gemma":[0.00002203397,0.001537194,0.9291331,0.00004918088,0.0008046137,0.002240857,0.0005690391,0.04578488,0.01630454,0.000942398,0.002539932,0.00007218621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657349,0.0004497326,0.02819778,0.00006105875,0.00002074123,0.0001089215,0.001165767,0.000187061,0.004073974],"genre_scores_gemma":[0.9874351,0.0001673117,0.009088339,0.0000347086,0.00000907482,0.0000477323,0.001121927,0.00007879758,0.00201699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00376592,"threshold_uncertainty_score":0.01219028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142337265674422,"score_gpt":0.2664509501202227,"score_spread":0.2522172235527805,"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."}}