{"id":"W2130961440","doi":"10.1503/cmaj.1040725","title":"The inappropriate use of carotid endarterectomy","year":2004,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Carotid endarterectomy; Medicine; Randomization; Randomized controlled trial; Asymptomatic; Stroke (engine); Clinical trial; Endarterectomy; Stenosis; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01154998,0.0002184688,0.0009419467,0.001452244,0.0006439857,0.001355322,0.0005811719,0.001376364,0.002674546],"category_scores_gemma":[0.0719175,0.0001780269,0.00116351,0.001808709,0.001159225,0.001267701,0.0008009548,0.002578494,0.0003745083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715429,"about_ca_system_score_gemma":0.002032981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115474,"about_ca_topic_score_gemma":0.0031974,"domain_scores_codex":[0.977726,0.01152455,0.003034947,0.001473392,0.005691696,0.0005493135],"domain_scores_gemma":[0.9318168,0.03209316,0.02504745,0.004195543,0.005130222,0.001716815],"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":[0.004660165,0.0002656096,0.4445237,0.005264596,0.003911319,0.002997733,0.001096442,0.0007242383,0.001318136,0.01722486,0.02704495,0.4909683],"study_design_scores_gemma":[0.001083823,0.00196509,0.8082241,0.01173234,0.00468726,0.02544761,0.001974131,0.003291464,0.002346942,0.04033351,0.09864083,0.0002729376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.4277856,0.3988856,0.01046559,0.08375271,0.004054598,0.0003752771,0.003279792,0.00009465039,0.07130637],"genre_scores_gemma":[0.925145,0.05390222,0.001698393,0.01513648,0.002485484,0.00007827036,0.0006806874,0.0000311054,0.0008423917],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01154998,"threshold_uncertainty_score":0.06108284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00980214259766271,"score_gpt":0.2180280885512902,"score_spread":0.2082259459536275,"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."}}