{"id":"W2790125194","doi":"10.1177/154431671503900401","title":"Transcranial Doppler: Uses in Stroke Prevention","year":2015,"lang":"en","type":"article","venue":"Journal for Vascular Ultrasound","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Heart and Stroke Foundation of Canada","keywords":"Transcranial Doppler; Medicine; Asymptomatic; Carotid endarterectomy; Stenosis; Stroke (engine); Cardiology; Embolus; Radiology; Internal medicine; Shunt (medical); Embolism; Endarterectomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001977625,0.0008346619,0.001071954,0.003073669,0.0004082542,0.001705862,0.0006677808,0.001580792,0.005868103],"category_scores_gemma":[0.004127189,0.0002886031,0.0006376568,0.002895596,0.001061555,0.001771261,0.0006868028,0.001565518,0.003396403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004455432,"about_ca_system_score_gemma":0.0007771679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008365091,"about_ca_topic_score_gemma":0.0007425489,"domain_scores_codex":[0.9990219,0.0003417108,0.0001019921,0.0001969923,0.0002886049,0.00004891583],"domain_scores_gemma":[0.9969496,0.00132296,0.0004154063,0.0002361248,0.0009302367,0.0001457804],"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":[0.0002030148,0.00007603979,0.003384778,0.003171985,0.00008740541,0.0007270511,0.0002072588,0.000134596,0.003819681,0.003536306,0.0200622,0.9645897],"study_design_scores_gemma":[0.00009001394,0.0006758829,0.01414668,0.006867121,0.0004416408,0.02304111,0.0004737251,0.0004923158,0.008975987,0.01141343,0.9332501,0.0001320703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002700741,0.9770328,0.003294897,0.004621273,0.0007331617,0.00002233876,0.000129475,0.0001682489,0.01129704],"genre_scores_gemma":[0.05084192,0.9290598,0.008480546,0.002706241,0.003428648,0.00004842913,0.0001773288,0.000062917,0.005194238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005868103,"threshold_uncertainty_score":0.01963079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04002297155859826,"score_gpt":0.3181327793861726,"score_spread":0.2781098078275744,"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."}}