{"id":"W2508761679","doi":"10.1016/j.ejvs.2016.07.093","title":"Re: ‘Transcranial Doppler Ultrasound Detection of Microemboli as a Predictor of Cerebral Events in Patients with Symptomatic and Asymptomatic Carotid Disease: A Systematic Review and Meta-Analysis’","year":2016,"lang":"en","type":"review","venue":"European Journal of Vascular and Endovascular Surgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Transcranial Doppler; Asymptomatic; Stenosis; Embolus; Carotid endarterectomy; Stroke (engine); Radiology; Internal medicine; Cardiology","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":[0.02029386,0.001856038,0.007857751,0.004219485,0.0005135721,0.003084396,0.00364868,0.004456803,0.008020947],"category_scores_gemma":[0.08976763,0.001576394,0.009603949,0.003205544,0.001654987,0.003974468,0.002531277,0.006153054,0.001658769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818449,"about_ca_system_score_gemma":0.005454751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007242127,"about_ca_topic_score_gemma":0.02293685,"domain_scores_codex":[0.9870251,0.004584608,0.004739905,0.001116236,0.002204882,0.0003292224],"domain_scores_gemma":[0.9459999,0.03817103,0.007454331,0.002097906,0.00584183,0.0004350014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002768898,0.00004837088,0.00589581,0.503496,0.2112206,0.0003666006,0.0007662565,0.0003514614,0.001305308,0.002224613,0.1872655,0.08429058],"study_design_scores_gemma":[0.007195589,0.0003969269,0.01544251,0.2399247,0.5134371,0.0011074,0.0003864751,0.0008200198,0.001018962,0.006032733,0.2138094,0.0004282573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001389184,0.9403916,0.00135756,0.03511051,0.0168325,0.0004832017,0.002946056,0.0001792532,0.001310211],"genre_scores_gemma":[0.08399887,0.6548647,0.01132811,0.2147963,0.02332659,0.001479419,0.002736696,0.0004109428,0.007058391],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02029386,"threshold_uncertainty_score":0.1073255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495714046770915,"score_gpt":0.2357408932660404,"score_spread":0.2207837527983312,"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."}}