{"id":"W2206967178","doi":"10.1007/s11910-015-0605-6","title":"Management of Patients with an Asymptomatic Carotid Stenosis—Medical Management, Endovascular Treatment, or Carotid Endarterectomy?","year":2015,"lang":"en","type":"review","venue":"Current Neurology and Neuroscience Reports","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Asymptomatic; Carotid endarterectomy; Stenosis; Neurology; Endovascular treatment; Stroke (engine); Neuroradiology; Cardiology; Endarterectomy; Internal medicine; Radiology; Aneurysm","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000393662,0.0007508209,0.002118018,0.0004067967,0.0001465337,0.00004053788,0.0002854801,0.0001948127,0.00006137035],"category_scores_gemma":[0.00004156278,0.0004635833,0.0005051542,0.0005758455,0.0005889665,0.0001840607,0.0002409635,0.0003652762,0.000004491694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005587364,"about_ca_system_score_gemma":0.0004548864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003344917,"about_ca_topic_score_gemma":0.000002616282,"domain_scores_codex":[0.9951571,0.0003205013,0.001032068,0.001562355,0.001313831,0.0006141932],"domain_scores_gemma":[0.9970157,0.00004849826,0.0006567051,0.001325522,0.0001222172,0.0008314134],"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":[0.0001729494,0.003688961,0.09195318,0.02721656,0.0007151623,0.004167038,0.00005709354,0.000001733679,1.818502e-7,0.00003874945,0.0001140355,0.8718743],"study_design_scores_gemma":[0.004867989,0.008726549,0.09171256,0.008547025,0.01324014,0.007791631,0.00003219449,0.00001469394,0.000005463018,0.00001384433,0.8640229,0.001025073],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.094066,0.8862424,0.00008602312,0.00004464344,0.004165034,0.01344547,0.0001914665,0.0003779863,0.001380998],"genre_scores_gemma":[0.01075417,0.9881506,0.00002672044,0.00006975883,0.00008256709,0.0004487454,0.0002648282,0.00007677541,0.000125862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8708493,"threshold_uncertainty_score":0.9997816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04255924486064035,"score_gpt":0.3304195883390483,"score_spread":0.2878603434784079,"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."}}