{"id":"W4387337811","doi":"10.1016/j.cjca.2023.06.381","title":"UTILITY OF DOWNSTREAM STRESS TEST IMAGING FOR RISK STRATIFICATION OF PATIENTS PRESENTING TO EMERGENCY DEPARTMENT WITH CHEST PAIN AND LOW HEART SCORE.","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; Emergency department; Chest pain; Risk stratification; Stress test; Cardiology; Internal medicine; Stress testing (software); Emergency medicine; Intensive care 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":[0.0009375437,0.00060363,0.0005195289,0.0009237803,0.0002208515,0.0010844,0.000467433,0.0005549296,0.001775485],"category_scores_gemma":[0.006824679,0.0001710562,0.0003941513,0.0004024777,0.0001747743,0.0004873793,0.0003381651,0.0008727204,0.0004627121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317014,"about_ca_system_score_gemma":0.0004833461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474689,"about_ca_topic_score_gemma":0.004552214,"domain_scores_codex":[0.9995025,0.0001957541,0.00005137162,0.00006592763,0.0001122804,0.00007218429],"domain_scores_gemma":[0.9977946,0.0009249138,0.0003128501,0.00008858754,0.0005421995,0.0003368411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512105,0.0001642186,0.95968,0.0001051043,0.0001062231,0.000631549,0.00006965026,0.0002858443,0.001171044,0.0001499978,0.00179322,0.03433094],"study_design_scores_gemma":[0.0001464582,0.001276669,0.982662,0.0003326499,0.000464537,0.002895337,0.0004904701,0.007012347,0.001340671,0.0008128909,0.00252105,0.00004497117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725519,0.01182847,0.001497241,0.00229758,0.0002810569,0.0001033278,0.00104852,0.00006562139,0.01032643],"genre_scores_gemma":[0.9952755,0.001779326,0.001461145,0.0002280912,0.0002845819,0.00002351991,0.0005530146,0.000007363015,0.0003873596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002474689,"threshold_uncertainty_score":0.005939543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335270050892179,"score_gpt":0.2556827493210961,"score_spread":0.2423300488121743,"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."}}