{"id":"W4388266315","doi":"10.1016/j.jcjd.2023.10.265","title":"ADDITION OF A SCREENING CAROTID EXAMINATION TO STRESS ECHO IMPROVES 5-YEAR CARDIOVASCULAR EVENT PREDICTION IN PATIENTS PRESENTING WITH CHEST PAIN OR DYSPNEA","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Chest pain; Echo (communications protocol); Radiology; Event (particle physics); Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000881591,0.001169139,0.002217468,0.000395203,0.0004353018,0.001171836,0.0005650697,0.001391353,0.002249951],"category_scores_gemma":[0.004367478,0.0004225031,0.00130031,0.0003261095,0.0002007793,0.0008410215,0.0005340788,0.00199381,0.0005464098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002970248,"about_ca_system_score_gemma":0.0005496948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822767,"about_ca_topic_score_gemma":0.006712039,"domain_scores_codex":[0.9995031,0.0001303293,0.00006807196,0.0001176241,0.0000983116,0.00008258731],"domain_scores_gemma":[0.997932,0.0009655076,0.0002354513,0.0001216727,0.0002464646,0.0004989207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01188038,0.004580152,0.885282,0.0002217439,0.001258097,0.0004940117,0.0001311016,0.001060959,0.003784973,0.00006007199,0.002903778,0.08834282],"study_design_scores_gemma":[0.0004506747,0.003310353,0.9888208,0.0001229467,0.0009632529,0.0004400711,0.0001840389,0.004059046,0.0005688734,0.000178164,0.0008566524,0.00004514561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887642,0.003748604,0.0006773434,0.001177496,0.0007375176,0.00005744672,0.0003147141,0.00008931818,0.004433315],"genre_scores_gemma":[0.9954397,0.001075577,0.001075369,0.0005277141,0.0006340425,0.00001834122,0.0005024388,0.00001002837,0.0007168091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002822767,"threshold_uncertainty_score":0.007526875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066927914561527,"score_gpt":0.2037335412489491,"score_spread":0.1930642621033338,"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."}}