{"id":"W4294203931","doi":"10.1177/15266028221119309","title":"Narrative Review of Risk Assessment of Abdominal Aortic Aneurysm Rupture Based on Biomechanics-Related Morphology","year":2022,"lang":"en","type":"article","venue":"Journal of Endovascular Therapy","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Biomechanics; Risk assessment; Aneurysm; Aortic aneurysm; Radiology; Aortic rupture; Narrative review; Endovascular aneurysm repair; Cardiology; Intensive care medicine; Anatomy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001585565,0.0002334087,0.00115358,0.0003437542,0.00008317655,0.000002536335,0.0002184193,0.00007657149,0.001690907],"category_scores_gemma":[0.0001992188,0.000169383,0.0009696194,0.0004976404,0.00008641355,0.00004845769,0.00003327682,0.0006755856,0.000001287568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171743,"about_ca_system_score_gemma":0.0004135318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001645749,"about_ca_topic_score_gemma":1.83002e-7,"domain_scores_codex":[0.9963408,0.0008615218,0.001242019,0.0002205906,0.001129716,0.0002054062],"domain_scores_gemma":[0.9968274,0.0002095233,0.001916417,0.0005257587,0.000401039,0.0001198877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01722722,0.03526944,0.05262994,0.006686741,0.02453549,0.02510098,0.01058015,0.006031257,0.7009475,0.0004390676,0.006156934,0.1143953],"study_design_scores_gemma":[0.2200799,0.2039549,0.1897578,0.02577178,0.02334979,0.07084745,0.01169128,0.04156238,0.1945896,0.003068783,0.01228882,0.003037549],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761362,0.02113572,0.0007769922,0.0007508005,0.0003134212,0.0007002049,0.0000249742,0.00001226065,0.0001494258],"genre_scores_gemma":[0.9849802,0.01108567,0.002825499,0.0009606506,0.0000354547,0.0000213003,0.00001987526,0.00003541044,0.00003588182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5063578,"threshold_uncertainty_score":0.9992217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317390625188488,"score_gpt":0.306840430509673,"score_spread":0.2936665242577882,"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."}}