{"id":"W2084253895","doi":"10.1118/1.2244651","title":"Po‐Thur Eve General‐24: Non‐Invasive Imaging Phenotypes of Carotid Atherosclerosis in Subjects: MRI, B‐mode and 3D Ultrasound Measurements","year":2006,"lang":"en","type":"article","venue":"Medical Physics","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Magnetic resonance imaging; Ultrasound; Nuclear medicine; Radiology; Intima-media thickness; Stroke (engine); Cardiology; Carotid arteries","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":[0.001342544,0.0005594725,0.0004434256,0.00112149,0.00045859,0.0008013128,0.0005158463,0.000713059,0.009137847],"category_scores_gemma":[0.002519994,0.0003673503,0.0003746201,0.0005483603,0.0005747766,0.0004848216,0.0008059872,0.0004510068,0.003094919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803262,"about_ca_system_score_gemma":0.000347215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003519391,"about_ca_topic_score_gemma":0.005419998,"domain_scores_codex":[0.9993844,0.0001479664,0.00005916651,0.0001300163,0.0002147268,0.00006367436],"domain_scores_gemma":[0.9987959,0.0001925424,0.0001690261,0.0001974293,0.0004658528,0.0001791042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007027183,0.001499605,0.6236737,0.0006291189,0.0003687471,0.001649296,0.001732031,0.001047099,0.06927857,0.0008714183,0.03934438,0.252879],"study_design_scores_gemma":[0.0001367675,0.001944196,0.972064,0.00002762356,0.00005797073,0.0009147746,0.0001484906,0.0004224271,0.009545041,0.000249523,0.01444616,0.00004307349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364042,0.001203744,0.01361123,0.000839854,0.0003334436,0.001043867,0.008200492,0.0008584298,0.03750468],"genre_scores_gemma":[0.9330679,0.0005539841,0.01119515,0.0004252087,0.0002416248,0.0008576012,0.006432153,0.0002537807,0.0469726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009137847,"threshold_uncertainty_score":0.03056914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218323330343811,"score_gpt":0.240258128005005,"score_spread":0.2280748947015669,"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."}}