{"id":"W2162121590","doi":"10.1161/atvbaha.113.302590","title":"Cholesterol Efflux Capacity, Carotid Atherosclerosis, and Cerebrovascular Symptomatology","year":2014,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; University of Ottawa","funders":"Canadian Institutes of Health Research; Jewish General Hospital","keywords":"Medicine; Stenosis; Internal medicine; Efflux; Cardiology; Cholesterol; Odds ratio; Confidence interval; Risk factor; High-density lipoprotein; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004963512,0.0004813388,0.0003262724,0.0008579249,0.0003715742,0.0005217757,0.0002369053,0.000655186,0.002303313],"category_scores_gemma":[0.001783685,0.0002175867,0.0002288557,0.0004828122,0.0003368632,0.000333307,0.0003971164,0.0004757273,0.0003517004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028728,"about_ca_system_score_gemma":0.0002133006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002862054,"about_ca_topic_score_gemma":0.003781998,"domain_scores_codex":[0.9997407,0.00007224219,0.00002518053,0.00005037963,0.00005314698,0.00005839392],"domain_scores_gemma":[0.9988103,0.0002752763,0.0004763448,0.00005714004,0.0001263583,0.0002546308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002095216,0.00005642747,0.9982746,0.000008404978,0.00004952385,0.00004256332,0.00002239227,0.00001311148,0.0005267125,0.00000601649,0.00002479282,0.0007660596],"study_design_scores_gemma":[0.000006123374,0.0001222983,0.9994868,0.000001847073,0.00001432449,0.0001929994,0.00002661342,0.00005649055,0.00005284065,0.000006891506,0.00003086377,0.000001921236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991535,0.0003845901,0.00005251237,0.00002705452,0.00000246775,0.000006076702,0.00009205,0.000003631175,0.0002779606],"genre_scores_gemma":[0.9995602,0.000063935,0.00008115507,0.00001618776,0.000007820942,0.000005710557,0.0001319227,0.000001028213,0.0001320308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002862054,"threshold_uncertainty_score":0.007705331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273827061156937,"score_gpt":0.2553847944423988,"score_spread":0.2326465238308294,"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."}}