{"id":"W2116251373","doi":"10.1161/01.str.0000185922.49809.46","title":"Absence of Microemboli on Transcranial Doppler Identifies Low-Risk Patients With Asymptomatic Carotid Stenosis","year":2005,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":245,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; London Health Sciences Centre","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Transcranial Doppler; Asymptomatic; Stenosis; Cardiology; Stroke (engine); Internal medicine; Radiology","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":[0.0003161652,0.0002535554,0.0003275749,0.0005253301,0.0002348193,0.0003778678,0.0002162449,0.0005911272,0.002098283],"category_scores_gemma":[0.004515778,0.000148983,0.0001630934,0.0003648378,0.0003525176,0.0003311681,0.0002023811,0.0003709069,0.0002818523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365825,"about_ca_system_score_gemma":0.0001855919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008542834,"about_ca_topic_score_gemma":0.001164913,"domain_scores_codex":[0.999767,0.00006657343,0.00003611311,0.00004335355,0.00004429729,0.00004261666],"domain_scores_gemma":[0.9976203,0.001069115,0.0007426686,0.00006816855,0.0001459208,0.0003538446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001702071,0.00002494867,0.9978072,0.000007175288,0.000008069801,0.0001229295,0.00002255327,0.00003190594,0.0003436815,0.000009423781,0.00003454649,0.001417421],"study_design_scores_gemma":[0.00001584726,0.0002005898,0.9976674,0.000005573675,0.00001964729,0.001498336,0.00006308347,0.0002768817,0.0001550079,0.00003668809,0.00005784207,0.000003187317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995703,0.0001133385,0.00005614962,0.00003116919,0.000002752418,0.000002857894,0.00002301619,0.000002107154,0.0001983835],"genre_scores_gemma":[0.9997904,0.0000330433,0.00006918023,0.00001462967,0.00001340839,0.000002243972,0.00004462026,6.873056e-7,0.00003175704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002098283,"threshold_uncertainty_score":0.00701946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004081491193525689,"score_gpt":0.206466061967877,"score_spread":0.2023845707743513,"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."}}