{"id":"W2046905694","doi":"10.1177/1538574406297254","title":"The Association Between a Surgeon’s Learning Curve With Endovascular Aortic Aneurysm Repair and Previous Institutional Experience","year":2007,"lang":"en","type":"article","venue":"Vascular and Endovascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; CUSUM; Learning curve; Endovascular aneurysm repair; Abdominal aortic aneurysm; Surgery; Aneurysm; General surgery; Radiology; Operations management","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":[0.002427743,0.0002294971,0.0002715414,0.001529588,0.0003567168,0.0009684441,0.0005616168,0.000575775,0.003348975],"category_scores_gemma":[0.03144273,0.0001742365,0.0004571546,0.001223131,0.0007604314,0.001146766,0.001020469,0.0008538683,0.000524925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003822964,"about_ca_system_score_gemma":0.0006333086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148635,"about_ca_topic_score_gemma":0.0009672882,"domain_scores_codex":[0.9979385,0.0005063248,0.0004019644,0.0002765774,0.0004573456,0.0004193219],"domain_scores_gemma":[0.9433255,0.0235057,0.01963802,0.002586438,0.003262379,0.007681954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008100561,0.00003039611,0.9981056,0.000002923376,0.00001582599,0.00004595133,0.00003275083,0.00005815898,0.00005418708,0.00001117208,0.00002558106,0.001536439],"study_design_scores_gemma":[0.000004369009,0.0002790553,0.9980798,0.000005531342,0.00001266372,0.0007549648,0.0001735421,0.0003852186,0.000117973,0.00003608075,0.0001434129,0.000007416386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987599,0.0001760789,0.0003192655,0.00005587306,0.000008698049,0.00000695371,0.00006697775,0.00001009464,0.0005962962],"genre_scores_gemma":[0.999702,0.00003992362,0.00008729838,0.00001268699,0.00001312953,0.000003814495,0.00006750209,0.000004479451,0.00006910726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003348975,"threshold_uncertainty_score":0.01283926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361436646745688,"score_gpt":0.2408235451070476,"score_spread":0.2272091786395907,"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."}}