{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011413,0.0003004422,0.0008055324,0.0002903276,0.0002348705,0.00006383508,0.0001061902,0.0001942055,0.0001660382],"category_scores_gemma":[0.0005077546,0.0003072905,0.001896753,0.0006929358,0.0000879088,0.0001955752,0.00002216148,0.0004085988,0.0001378519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308045,"about_ca_system_score_gemma":0.0002140697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615898,"about_ca_topic_score_gemma":0.0002975305,"domain_scores_codex":[0.9970958,0.0003234212,0.0005437131,0.0006145617,0.0008003226,0.0006221487],"domain_scores_gemma":[0.9982598,0.0001515955,0.00006152295,0.001093643,0.0001610509,0.0002723821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004723016,0.001508635,0.9106725,0.001346638,0.003423004,0.0005781684,0.0003268172,0.03707244,0.02339189,0.006806694,0.008489648,0.005911218],"study_design_scores_gemma":[0.004413364,0.0000303747,0.9690292,0.0001200269,0.001251469,0.001019019,0.0001356247,0.00002181797,0.001002336,0.00252838,0.02001249,0.0004358657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367705,0.03048751,0.007355259,0.00008817755,0.0005787503,0.001420822,0.00003817193,0.0002345252,0.02302631],"genre_scores_gemma":[0.9956969,0.0002980786,0.001686607,0.0001471163,0.0007612213,0.0001335174,0.0005715627,0.00005912099,0.0006458837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05892642,"threshold_uncertainty_score":0.9999379,"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."}}