{"id":"W4416960578","doi":"10.1109/embc58623.2025.11254413","title":"Assessing Coronary Artery Disease Risk Using Seismocardiography in Patients with Chest Pain","year":2025,"lang":"en","type":"article","venue":"","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heart Research Centre","funders":"","keywords":"Chest pain; Coronary artery disease; CAD; Categorical variable; Coronary angiography; Angiography; Electrocardiography; Framingham Risk Score","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":[0.001921194,0.0009267133,0.0006133675,0.001418913,0.0001239354,0.0007901536,0.0005011339,0.000595169,0.0009524472],"category_scores_gemma":[0.005841968,0.0002195917,0.000683332,0.0004736978,0.0001992726,0.0004892633,0.0008049871,0.0006151458,0.000265788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673131,"about_ca_system_score_gemma":0.0002132799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023755,"about_ca_topic_score_gemma":0.001962644,"domain_scores_codex":[0.9991492,0.0003880411,0.00009234028,0.0001780614,0.0001435181,0.00004887771],"domain_scores_gemma":[0.998556,0.0006432326,0.0004058584,0.0001389485,0.0001693226,0.00008670904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001078356,0.0001597049,0.9167112,0.00009473605,0.0005218629,0.0002047255,0.00006900429,0.008430963,0.00359468,0.0003255475,0.0006523623,0.06815685],"study_design_scores_gemma":[0.0001526379,0.001144813,0.811799,0.00009750146,0.0005522185,0.001187173,0.0001524331,0.1780409,0.003403014,0.001992978,0.00140185,0.00007547893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964622,0.00121157,0.03018908,0.0004507165,0.00008919915,0.00008278054,0.00115849,0.0001547387,0.002041321],"genre_scores_gemma":[0.992566,0.0003226456,0.005902077,0.00008143161,0.0001027132,0.00003444196,0.0006734793,0.000007258772,0.0003099868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001921194,"threshold_uncertainty_score":0.01016033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007254308043684265,"score_gpt":0.2084766920754319,"score_spread":0.2012223840317477,"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."}}