{"id":"W2140680119","doi":"10.1186/1476-7120-4-44","title":"Carotid ultrasound phenotypes in vulnerable populations","year":2006,"lang":"en","type":"article","venue":"Cardiovascular Ultrasound","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute; London Health Sciences Centre; Western University; Robarts Clinical Trials","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Medicine; Intima-media thickness; Ultrasound; Angiology; Internal medicine; Diabetes mellitus; Cardiology; Stenosis; Population; Tunica media; Radiology; Carotid arteries; Endocrinology","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":[0.0008200653,0.0003596297,0.0003935647,0.001413878,0.0003922584,0.0005245806,0.0001918424,0.0005040723,0.001257588],"category_scores_gemma":[0.003417964,0.0002141767,0.0002826346,0.0007377505,0.0003615402,0.0002949644,0.0006940617,0.000437196,0.0002434906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762542,"about_ca_system_score_gemma":0.0001388683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052676,"about_ca_topic_score_gemma":0.0007697769,"domain_scores_codex":[0.9995525,0.0001318454,0.00005454176,0.0001194528,0.00008043357,0.00006109296],"domain_scores_gemma":[0.9987362,0.0002711963,0.0005495453,0.000101166,0.0001401246,0.0002017781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002873182,0.00004550094,0.9958833,0.00001181117,0.00006277423,0.0002043383,0.0002909802,0.00005710172,0.001356749,0.00004540713,0.00004744041,0.001707194],"study_design_scores_gemma":[0.000007589676,0.0001748188,0.9987376,0.000004593977,0.00003552695,0.0005205378,0.0001272332,0.00009215922,0.0001360908,0.00008755226,0.00007300692,0.000003234459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995265,0.0001032264,0.00008167525,0.00001536475,0.000002487373,0.000005685482,0.00005368499,0.000001950283,0.0002094375],"genre_scores_gemma":[0.9996014,0.00004991525,0.0001197135,0.0000190639,0.00001133964,0.00001263473,0.0001122792,0.000001382882,0.00007220182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001413878,"threshold_uncertainty_score":0.004337013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684846231915824,"score_gpt":0.2632087998061116,"score_spread":0.2463603374869534,"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."}}