{"id":"W2017774945","doi":"10.1067/mva.2001.108648","title":"Totally laparoscopic abdominal aortic aneurysm repair","year":2001,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Surgery; Laparoscopy; Aortic aneurysm; Aortic surgery; Abdominal surgery; Aortic repair; Aneurysm; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009401059,0.0002319387,0.0008989624,0.0003286942,0.00006809738,0.00001992131,0.00009467718,0.0001181616,0.0003796927],"category_scores_gemma":[0.0007037538,0.0001804458,0.001384367,0.0003244199,0.00008081672,0.0002130496,0.00003306459,0.0003230441,0.00007915351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571715,"about_ca_system_score_gemma":0.0004245621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001510483,"about_ca_topic_score_gemma":0.000001404536,"domain_scores_codex":[0.9973183,0.0001269752,0.001083194,0.0002247477,0.0008547248,0.0003920455],"domain_scores_gemma":[0.9980716,0.0002586033,0.0005199661,0.0004736272,0.0002955415,0.0003806728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007477281,0.001113965,0.9335867,0.0001561391,0.001386728,0.04196417,0.0001202085,0.00002491257,0.002028051,0.00001049389,0.01189039,0.006970554],"study_design_scores_gemma":[0.003548257,0.0009513217,0.9190914,0.0006048586,0.001908966,0.05695049,0.0001413365,0.0003442033,0.001039041,0.00009640503,0.01497326,0.0003504766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952577,0.0020886,0.0002614435,0.0005373542,0.0006254686,0.0001628811,6.826338e-7,0.00007556046,0.0009903061],"genre_scores_gemma":[0.9949343,0.0009130344,0.002005174,0.000510125,0.0005003419,0.000004468022,0.000003404183,0.00004500435,0.001084149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01498633,"threshold_uncertainty_score":0.7358368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789892884786988,"score_gpt":0.2676982492065706,"score_spread":0.2497993203587008,"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."}}