{"id":"W2116486203","doi":"10.1016/j.jvs.2008.07.084","title":"The Society for Vascular Surgery—State of the Society, 2008","year":2008,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Specialty; Vascular surgery; Endovascular surgery; General surgery; Surgery; Family medicine; Cardiac surgery","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":[0.001223682,0.0004431308,0.000477607,0.001020108,0.0006006592,0.002880017,0.0006076933,0.002007396,0.03157688],"category_scores_gemma":[0.003637654,0.0002864032,0.000233427,0.001987971,0.0009485494,0.001347746,0.0008395927,0.003484765,0.02651711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503392,"about_ca_system_score_gemma":0.004524614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006116212,"about_ca_topic_score_gemma":0.01197336,"domain_scores_codex":[0.9992689,0.0000789009,0.00009430349,0.00007692761,0.0003771712,0.000103792],"domain_scores_gemma":[0.9948286,0.0004682142,0.0005201553,0.0001942193,0.002872756,0.001116019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009975424,0.00006318834,0.002615175,0.0002828798,0.00001053702,0.00005168834,0.00005167168,0.0001406488,0.0003224286,0.002261047,0.740828,0.2532729],"study_design_scores_gemma":[0.00002937463,0.00004533888,0.01029545,0.0004336951,0.00001514334,0.0002632725,0.000120389,0.0001853189,0.000246458,0.0005855099,0.9877656,0.00001451135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01307829,0.2969662,0.003544163,0.1496183,0.1202478,0.0001930332,0.006190144,0.0007385903,0.4094235],"genre_scores_gemma":[0.09072828,0.2174739,0.006435579,0.01469744,0.02625212,0.0002678636,0.006366364,0.0002296079,0.6375488],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03157688,"threshold_uncertainty_score":0.1056352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514572027846891,"score_gpt":0.2525750086356301,"score_spread":0.2274292883571612,"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."}}