{"id":"W4308746648","doi":"10.1016/j.atherosclerosis.2022.11.001","title":"Monitoring intracranial atherosclerosis with transcranial and extracranial carotid Doppler: A promising initial step","year":2022,"lang":"en","type":"editorial","venue":"Atherosclerosis","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Transcranial Doppler; Medicine; Cardiology; Radiology; Internal medicine","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":[0.009380229,0.004941429,0.006467042,0.003945328,0.002130148,0.007890219,0.003485075,0.02707365,0.00556913],"category_scores_gemma":[0.02358642,0.001555116,0.003476385,0.001400247,0.002753282,0.006044682,0.001600256,0.02905554,0.006808883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587538,"about_ca_system_score_gemma":0.00241375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127363,"about_ca_topic_score_gemma":0.00349973,"domain_scores_codex":[0.9947487,0.001225215,0.001004382,0.0005954102,0.002146564,0.00027968],"domain_scores_gemma":[0.9715316,0.01411001,0.001395648,0.0005886969,0.009452882,0.002921083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000981343,0.00003762903,0.00007250655,0.0008818856,0.00008707235,0.0003530785,0.00001639522,0.00003827883,0.0001521644,0.0003994356,0.9783323,0.0195309],"study_design_scores_gemma":[0.0003107256,0.0001656416,0.0008063318,0.001848142,0.0004349276,0.00135264,0.00008259525,0.0004238363,0.0002250035,0.002034295,0.9922442,0.00007169318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004043476,0.02770583,0.0002687956,0.03211587,0.938592,0.00002296646,0.00002940505,0.00004728573,0.001177392],"genre_scores_gemma":[0.0002241178,0.009484171,0.0001714751,0.0196766,0.9689343,0.00001549207,0.00001563427,0.00001205246,0.001466083],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02707365,"threshold_uncertainty_score":0.04960805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013052616595594,"score_gpt":0.2549880129150102,"score_spread":0.2419353963194162,"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."}}