{"id":"W1980164624","doi":"10.1016/s0741-5214(03)00551-2","title":"Selective management of abdominal aortic aneurysms smaller than 5.0 cm in a prospective sizing program with gender-specific analysis","year":2003,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Prospective cohort study; Abdominal aortic aneurysm; Confidence interval; Surgery; Aneurysm; Internal medicine","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":[0.0007786746,0.000308898,0.0003067963,0.0005660488,0.0006245854,0.0003205564,0.000358659,0.0002770897,0.00105766],"category_scores_gemma":[0.001595711,0.0002617038,0.0003867161,0.0006592306,0.0003420646,0.0004259108,0.0003854122,0.000358895,0.0001396588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003901524,"about_ca_system_score_gemma":0.001242544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484396,"about_ca_topic_score_gemma":0.005586369,"domain_scores_codex":[0.9995428,0.0001495019,0.00004509169,0.00009749646,0.00006615148,0.00009902954],"domain_scores_gemma":[0.9991233,0.000252235,0.0002287463,0.0001022953,0.00007310493,0.0002202457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00250802,0.001021588,0.9827279,0.000008557615,0.000029055,0.0003630506,0.0001321082,0.000259122,0.001521487,0.00007214805,0.0001003472,0.01125645],"study_design_scores_gemma":[0.0001757559,0.005337162,0.9891957,0.000007463674,0.0001037689,0.00116166,0.0004728366,0.001527428,0.001536608,0.0001470791,0.0003166292,0.0000179612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996684,0.0000262274,0.0001061735,0.00001449391,0.000001560205,0.00001130626,0.00002279941,0.000002029341,0.0001470257],"genre_scores_gemma":[0.9993103,0.000042461,0.0003919383,0.0000203579,0.000004245806,0.00001404379,0.00007264452,0.000002349139,0.0001416224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002484396,"threshold_uncertainty_score":0.004939854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175631600411836,"score_gpt":0.2661107343710325,"score_spread":0.2443544183669141,"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."}}