{"id":"W2562959638","doi":"10.1016/j.echo.2016.11.003","title":"Novel Ultrasound Methods to Investigate Carotid Artery Plaque Vulnerability","year":2016,"lang":"en","type":"review","venue":"Journal of the American Society of Echocardiography","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Ultrasound; Vulnerable plaque; Radiology; Carotid arteries; Vulnerability (computing); Neovascularization; Quality assessment; Cardiology; Internal medicine; Pathology","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":[0.001930537,0.001329591,0.002277357,0.004637548,0.0002562848,0.001369356,0.001135832,0.001570092,0.002401338],"category_scores_gemma":[0.003586428,0.0005111592,0.001081051,0.002022469,0.0008306548,0.001739237,0.0008867739,0.001883822,0.001054144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333495,"about_ca_system_score_gemma":0.001086076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371166,"about_ca_topic_score_gemma":0.002542295,"domain_scores_codex":[0.999375,0.0001268431,0.00009753589,0.0001346885,0.0002309596,0.00003491294],"domain_scores_gemma":[0.998106,0.001209156,0.0002424242,0.00004584231,0.0003505691,0.00004609711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001360597,0.0001435116,0.002503457,0.01717738,0.0005389714,0.0002419465,0.00007721216,0.0002577263,0.002668949,0.00159427,0.01235558,0.9623049],"study_design_scores_gemma":[0.0003106213,0.0009308912,0.02572252,0.03427135,0.006100766,0.01095097,0.0005807133,0.002101313,0.00825925,0.0105637,0.8998654,0.0003426143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000246328,0.9980983,0.0005735978,0.0002766333,0.0001870692,0.00001085016,0.00002724623,0.000008368002,0.0005716273],"genre_scores_gemma":[0.003274362,0.992974,0.001736782,0.0005273199,0.0007552954,0.00003395151,0.00006370967,0.000003715194,0.0006307989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004637548,"threshold_uncertainty_score":0.01020974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038483611683823,"score_gpt":0.3596924643794717,"score_spread":0.3212088526956487,"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."}}