{"id":"W4387337750","doi":"10.1016/j.cjca.2023.06.359","title":"STRESS ECHOCARDIOGRAPHY PREDICTORS OF MULTI-VESSEL OBSTRUCTIVE CORONARY ARTERY DISEASE IN A HIGH-RISK POPULATION","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; Coronary artery disease; Cardiology; Internal medicine; CAD; Risk stratification; Population; Stress Echocardiography; Radiology; Artery","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":[0.0002871105,0.0005162649,0.000496104,0.0007223667,0.0006425535,0.0009940871,0.0003828461,0.0009498337,0.001960455],"category_scores_gemma":[0.001941271,0.0004454924,0.0004835148,0.000618497,0.0003837821,0.0005770296,0.0004631825,0.001105947,0.0002571155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226084,"about_ca_system_score_gemma":0.0004155433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362086,"about_ca_topic_score_gemma":0.00568749,"domain_scores_codex":[0.9997614,0.00004885116,0.00002688556,0.00004470309,0.00004929092,0.00006877886],"domain_scores_gemma":[0.9988109,0.0002565223,0.0003033852,0.00005189457,0.00009762205,0.0004796859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007508061,0.00005716317,0.9988688,0.000003025743,0.00002609106,0.0002598588,0.0000426783,0.00001549963,0.0002089736,0.000011412,0.00004791732,0.0003835812],"study_design_scores_gemma":[0.000003514001,0.00006401975,0.9989009,0.000003791727,0.00002402016,0.0005057205,0.0002816077,0.0001248245,0.00002103952,0.00002688497,0.00004018602,0.00000348616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991637,0.0001818398,0.00003509612,0.00008798208,0.00001256575,0.000002982408,0.00006529668,0.000001571542,0.0004489276],"genre_scores_gemma":[0.9996494,0.0001020506,0.00002911565,0.00002507916,0.00003574919,0.000002260903,0.00007343965,0.000001128118,0.00008175255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004362086,"threshold_uncertainty_score":0.00867337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00985833763323669,"score_gpt":0.235852710466924,"score_spread":0.2259943728336873,"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."}}