{"id":"W2002199892","doi":"10.1177/1531003507304436","title":"Should Statins Be Given Routinely Before Carotid Endarterectomy?","year":2007,"lang":"en","type":"review","venue":"Perspectives in Vascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Carotid endarterectomy; Perioperative; Aspirin; Statin; Stroke (engine); Odds ratio; Internal medicine; Adverse effect; Endarterectomy; HMG-CoA reductase; Surgery; Reductase; Carotid arteries","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535746,0.0004676513,0.001971988,0.0005442309,0.0008305669,0.001068934,0.0004562407,0.006633244,0.003743023],"category_scores_gemma":[0.009550274,0.0002420075,0.0008653314,0.0005184658,0.0006060324,0.001593348,0.0002866332,0.004048239,0.00166939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006433942,"about_ca_system_score_gemma":0.001382744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839488,"about_ca_topic_score_gemma":0.005355299,"domain_scores_codex":[0.9989904,0.0003078101,0.0001778476,0.0001190047,0.0002499578,0.0001550789],"domain_scores_gemma":[0.997539,0.0007068387,0.0005632159,0.0001196676,0.000503876,0.0005674181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008969282,0.001686802,0.0525547,0.003070602,0.0007820923,0.007695568,0.0004289125,0.0003548573,0.00792951,0.003827371,0.2430671,0.6696332],"study_design_scores_gemma":[0.008313174,0.006344483,0.2105968,0.01481644,0.001934133,0.02076611,0.002834745,0.001253649,0.008010813,0.02380186,0.7008439,0.0004838622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.09450643,0.1956535,0.00406456,0.6528181,0.02950336,0.0002634384,0.0004556774,0.0004594035,0.02227554],"genre_scores_gemma":[0.4651326,0.1457006,0.01316649,0.3007156,0.06385483,0.000482495,0.0005695383,0.0001123744,0.01026549],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006633244,"threshold_uncertainty_score":0.01252168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09707802098629088,"score_gpt":0.3670978168458027,"score_spread":0.2700197958595119,"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."}}