{"id":"W2176696121","doi":"10.1161/strokeaha.115.003390","title":"Systematic Review of Guidelines for the Management of Asymptomatic and Symptomatic Carotid Stenosis","year":2015,"lang":"en","type":"review","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":279,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Abbott Vascular; Uniformed Services University of the Health Sciences; University of Leicester; Bupa Health Foundation; Cleveland Clinic; York University; Bupa Foundation","keywords":"Medicine; Asymptomatic; Guideline; Carotid endarterectomy; Stenosis; Endarterectomy; Angioplasty; Randomized controlled trial; Carotid arteries; Radiology; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01974166,0.001630388,0.007075286,0.02344382,0.0008595695,0.002611341,0.003049899,0.002542723,0.004912554],"category_scores_gemma":[0.155066,0.001235386,0.006246517,0.0190943,0.001302903,0.003047547,0.001996505,0.001970741,0.0006164663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005916959,"about_ca_system_score_gemma":0.02225986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01431313,"about_ca_topic_score_gemma":0.04715978,"domain_scores_codex":[0.9573427,0.01585216,0.01901742,0.001746367,0.005447157,0.0005942379],"domain_scores_gemma":[0.8749654,0.08031671,0.02727776,0.001969835,0.01449389,0.0009763982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001506323,0.00001598859,0.001889984,0.9355947,0.006289233,0.000105572,0.000466704,0.0001494594,0.0001247374,0.0006058661,0.009023524,0.04558362],"study_design_scores_gemma":[0.0002852714,0.00007812174,0.004108829,0.9399596,0.02349561,0.0001948869,0.0002836629,0.00009953651,0.00008710507,0.0005266833,0.03084565,0.00003500648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002648727,0.9838125,0.0009457821,0.002312937,0.0006000241,0.002468629,0.005284666,0.00004344012,0.001883372],"genre_scores_gemma":[0.03322959,0.9479474,0.006794916,0.003150426,0.0003103975,0.004682967,0.003515878,0.00003350912,0.0003348346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02344382,"threshold_uncertainty_score":0.1044051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05990397178763967,"score_gpt":0.3616341236951842,"score_spread":0.3017301519075445,"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."}}