{"id":"W3012529642","doi":"10.1016/b978-0-12-817195-0.00020-2","title":"Intravascular ultrasound imaging of human coronary atherosclerotic plaque: Novel morpho-elastic biomarkers of instability","year":2020,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Intravascular ultrasound; Fibrous cap; Atheroma; Medicine; Coronary atherosclerosis; Acute coronary syndrome; Radiology; Vulnerable plaque; Cardiology; Internal medicine; Coronary artery disease; Myocardial infarction","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":[0.0003041577,0.0004706368,0.0002730586,0.0007207899,0.0001063906,0.0009332231,0.0003712868,0.0007240998,0.008065256],"category_scores_gemma":[0.0002189948,0.000221605,0.0001676759,0.0004445691,0.0003521306,0.0007418529,0.0003261169,0.0007243062,0.003448029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039681,"about_ca_system_score_gemma":0.0001700662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000329163,"about_ca_topic_score_gemma":0.0007738582,"domain_scores_codex":[0.9999486,0.00001057976,0.000002272901,0.00001023187,0.00002339428,0.000004992138],"domain_scores_gemma":[0.999918,0.00005400509,0.000006314921,0.000003070329,0.00001113657,0.000007550364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002947552,0.0001363521,0.00122151,0.001048381,0.00003619178,0.0007361579,0.0004168586,0.000510751,0.2620518,0.02787045,0.06581086,0.6398659],"study_design_scores_gemma":[0.00004646794,0.0007357171,0.009608651,0.000624498,0.0001018979,0.007706181,0.0003312505,0.003168932,0.09940165,0.02354572,0.8546405,0.00008851599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03691482,0.6652878,0.06591181,0.00961375,0.002371436,0.000139716,0.0007562268,0.0006495191,0.2183549],"genre_scores_gemma":[0.1354743,0.3644302,0.06046803,0.00599737,0.003479282,0.0002125071,0.0006872091,0.0002564447,0.4289947],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008065256,"threshold_uncertainty_score":0.02698094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281565077584589,"score_gpt":0.2576722401778509,"score_spread":0.234856589402005,"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."}}