{"id":"W4404246446","doi":"10.1161/circ.150.suppl_1.4144554","title":"Abstract 4144554: Revascularization of Patients with Low-Density Non-Calcified Plaque was Associated with Lower Occurrence of Acute Coronary Syndrome","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital; University of Ottawa","funders":"","keywords":"Medicine; Acute coronary syndrome; Cardiology; Revascularization; Internal medicine; Vulnerable plaque; 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":[0.00065062,0.0003330806,0.0003905715,0.0003250687,0.0002162756,0.0004553812,0.0002614761,0.0004861263,0.005266155],"category_scores_gemma":[0.001428657,0.0001676762,0.0005358161,0.0003287315,0.0001656548,0.0002038576,0.0001836014,0.0006701914,0.0004315589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705856,"about_ca_system_score_gemma":0.0003449421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002390705,"about_ca_topic_score_gemma":0.001211339,"domain_scores_codex":[0.9996977,0.00008775778,0.00002390471,0.00009190377,0.0000472832,0.0000514092],"domain_scores_gemma":[0.9989895,0.0003145911,0.0002859257,0.00008691604,0.00009976565,0.000223174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00246149,0.0001345377,0.9921972,0.00002876752,0.0002717051,0.0001101406,0.00003142788,0.00007354772,0.001563,0.00002791003,0.0004035411,0.002696553],"study_design_scores_gemma":[0.00007649597,0.000279302,0.9986953,0.000005253444,0.0001396309,0.00011923,0.00002360897,0.0002644196,0.0001551071,0.00002025772,0.0002184194,0.000003018376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986753,0.00027286,0.00012925,0.0000679107,0.00002436288,0.00001029026,0.0003405942,0.000008030263,0.0004713367],"genre_scores_gemma":[0.9987302,0.0000551639,0.0000771822,0.00003542287,0.0000604134,0.00001300857,0.0004254854,0.000003208307,0.0005998876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005266155,"threshold_uncertainty_score":0.01761705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008425084992346513,"score_gpt":0.2267717959081476,"score_spread":0.2183467109158011,"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."}}