{"id":"W3164274340","doi":"10.1007/s10278-021-00461-2","title":"A Review on Joint Carotid Intima-Media Thickness and Plaque Area Measurement in Ultrasound for Cardiovascular/Stroke Risk Monitoring: Artificial Intelligence Framework","year":2021,"lang":"en","type":"review","venue":"Journal of Digital Imaging","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Intima-media thickness; Medicine; Stroke (engine); Ultrasound; Joint (building); Radiology; Cardiology; Carotid arteries; Internal medicine; Engineering","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":[0.001623191,0.001142756,0.003475506,0.003219047,0.0002138054,0.001339964,0.001406918,0.001502831,0.002782137],"category_scores_gemma":[0.002973549,0.0004518394,0.001807546,0.002753194,0.0004928111,0.001345278,0.0007022715,0.001626255,0.0009339334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112243,"about_ca_system_score_gemma":0.001598027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932986,"about_ca_topic_score_gemma":0.003446853,"domain_scores_codex":[0.9994774,0.0001177593,0.0001289909,0.0001009409,0.0001503713,0.00002445674],"domain_scores_gemma":[0.9982808,0.001281846,0.0001692236,0.00002420331,0.0002088559,0.00003512679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001298521,0.00008717159,0.0003938546,0.08079325,0.000800736,0.0001742631,0.000058415,0.0004382532,0.0007309742,0.001639648,0.01461801,0.9001356],"study_design_scores_gemma":[0.0002985617,0.0007839363,0.007082201,0.1086963,0.008941805,0.002783473,0.0002641513,0.001372557,0.001367014,0.006033017,0.8621488,0.0002281178],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005870374,0.9994392,0.0001290403,0.0001291263,0.00007612429,0.000005664783,0.00001897835,0.000003406254,0.0001397264],"genre_scores_gemma":[0.0005347691,0.9985867,0.0004026252,0.0002136236,0.0001306169,0.000009632208,0.00002931463,0.000001228481,0.00009148561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003475506,"threshold_uncertainty_score":0.009307146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116610730606452,"score_gpt":0.3569655613048864,"score_spread":0.2403548306984344,"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."}}