{"id":"W4387337767","doi":"10.1016/j.cjca.2023.06.262","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 Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Chest pain; Cardiology; Mace; Echo (communications protocol); Stroke (engine); Internal medicine; Radiology; Revascularization; Myocardial infarction","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":[0.0009996702,0.001180586,0.002034061,0.0005379128,0.0004730598,0.00126569,0.0006268354,0.001620152,0.00235507],"category_scores_gemma":[0.005873271,0.000425846,0.001359015,0.0003853005,0.0002244115,0.000966607,0.0005658967,0.001993847,0.0007082442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002970771,"about_ca_system_score_gemma":0.0006237984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730629,"about_ca_topic_score_gemma":0.006531192,"domain_scores_codex":[0.9994044,0.0001575431,0.00007628647,0.0001296519,0.0001328662,0.00009934006],"domain_scores_gemma":[0.9973544,0.00122785,0.0003081172,0.0001493709,0.0003706811,0.0005895233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007646312,0.003065985,0.9147826,0.0001924746,0.0009275464,0.0005834904,0.0001143125,0.0008833279,0.002218103,0.00005866781,0.002712504,0.06681463],"study_design_scores_gemma":[0.0003644356,0.003109642,0.9881129,0.000178876,0.001093279,0.0007364666,0.0002311783,0.004083609,0.0005654135,0.0002524108,0.001219433,0.0000524135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853287,0.005052976,0.000731219,0.001540742,0.0007995457,0.00006802188,0.0003792671,0.0001032237,0.005996198],"genre_scores_gemma":[0.994215,0.001467014,0.001206554,0.0006428785,0.0008954387,0.00001964091,0.0007135966,0.00001124276,0.0008287086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002730629,"threshold_uncertainty_score":0.007878482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195723534610871,"score_gpt":0.2248100488704898,"score_spread":0.2128528135243811,"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."}}