{"id":"W2888455788","doi":"10.1016/j.jvs.2018.06.147","title":"Ultrasound Surveillance Following Carotid Endarterectomy: Prudent or Pointless?","year":2018,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Carotid endarterectomy; Restenosis; Cohort; Stenosis; Surgery; Stroke (engine); Endarterectomy; Radiology; Internal medicine; Stent","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":[0.01143733,0.0004530058,0.001610794,0.001762222,0.001339246,0.003905409,0.002054072,0.006829868,0.002696558],"category_scores_gemma":[0.06732328,0.000425405,0.0007025925,0.001362181,0.003137322,0.007020473,0.001163028,0.008462503,0.0008789528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007542799,"about_ca_system_score_gemma":0.002860356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614772,"about_ca_topic_score_gemma":0.00472335,"domain_scores_codex":[0.9921103,0.003343503,0.001355106,0.0007870464,0.001771013,0.0006331243],"domain_scores_gemma":[0.9630547,0.01974705,0.005637708,0.001736533,0.006045217,0.003778821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001604039,0.0009833397,0.2736522,0.001404639,0.0006189935,0.00808559,0.002378508,0.001512015,0.002516642,0.01193516,0.09679101,0.5985178],"study_design_scores_gemma":[0.001350548,0.004983639,0.4849187,0.02522976,0.003144821,0.05952943,0.03437878,0.01611953,0.005151007,0.1480474,0.2160223,0.001124054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1747402,0.09164269,0.01350476,0.6705711,0.01226912,0.00010568,0.0003588933,0.0003487971,0.03645866],"genre_scores_gemma":[0.8543651,0.03855789,0.01072998,0.06306146,0.0314243,0.00006000136,0.0003321001,0.00007692258,0.001392372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01143733,"threshold_uncertainty_score":0.06048709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583064338104577,"score_gpt":0.2691301272746093,"score_spread":0.2532994838935635,"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."}}