{"id":"W4200169664","doi":"10.1016/j.jvs.2021.12.054","title":"Assessment of open surgical and endovascular management of true hepatic artery aneurysms over 20 years highlights increased rupture risk in females","year":2021,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"University of Toronto; Canadian Society for Vascular Surgery","keywords":"Medicine; Presentation (obstetrics); Aneurysm; Artery; Medical record; Surgery; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001302008,0.0001866906,0.001168281,0.0003623265,0.00003294285,0.00002946041,0.0001166859,0.00009572339,0.0001615283],"category_scores_gemma":[0.00005574254,0.0001498926,0.0008050929,0.0003830635,0.00007276715,0.0001955158,0.0001249636,0.0002273545,9.449383e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000763148,"about_ca_system_score_gemma":0.0002406228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073709,"about_ca_topic_score_gemma":0.00001955904,"domain_scores_codex":[0.9975351,0.0004181683,0.0009240454,0.0002357986,0.0006941084,0.0001927478],"domain_scores_gemma":[0.9983974,0.0002771322,0.0005334309,0.0004344836,0.0001939545,0.000163669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002539263,0.002279999,0.9437571,0.0006499927,0.006753921,0.04109175,0.0000873566,0.00006054588,0.0009388147,0.0004215309,0.000122008,0.003583048],"study_design_scores_gemma":[0.004980014,0.0001471454,0.9883389,0.00101748,0.00171894,0.001572335,0.0001504203,0.00006345913,0.0009035065,0.0001271751,0.0008531161,0.0001275456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930807,0.006149033,0.0001169719,0.00007162768,0.0001054639,0.0002747646,0.00001781487,0.000003011552,0.0001806285],"genre_scores_gemma":[0.9892303,0.007712862,0.002886674,0.00001938659,0.0000426445,0.000009179367,0.00003630717,0.00002134435,0.00004124496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04458175,"threshold_uncertainty_score":0.6112443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764511739562281,"score_gpt":0.288286018637942,"score_spread":0.2706409012423192,"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."}}