{"id":"W3214772837","doi":"10.1161/circ.144.suppl_1.11699","title":"Abstract 11699: Angiographic Coronary Artery Disease (CAD) and Outcomes in Acute Heart Failure (HF)","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Douglas Mental Health University Institute; Institute for Clinical Evaluative Sciences; St. Michael's Hospital; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Coronary artery disease; Cardiology; Myocardial infarction; Stenosis; Revascularization; Angina; Heart failure; Acute coronary syndrome; Cohort; Unstable angina","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006555111,0.0003282621,0.0003293018,0.0005147505,0.0003902326,0.0006766133,0.0004465837,0.0004103727,0.005229015],"category_scores_gemma":[0.001682217,0.0001253366,0.0002501011,0.001296892,0.0003267447,0.0002498988,0.0003722722,0.0004528802,0.0004076535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008833303,"about_ca_system_score_gemma":0.001552276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.104283,"about_ca_topic_score_gemma":0.1200077,"domain_scores_codex":[0.9996949,0.0000555019,0.00002621759,0.00006375643,0.0001056426,0.0000540642],"domain_scores_gemma":[0.9986105,0.0001642133,0.0005115833,0.00005574528,0.0002798362,0.0003780577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000969621,0.00001877106,0.9960925,0.00004895862,0.00006701678,0.00003329555,0.00001643395,0.00003809557,0.0001073629,0.00001716724,0.001030128,0.00243341],"study_design_scores_gemma":[0.000009077978,0.00001391733,0.9996006,0.00001310264,0.00002750608,0.00003325406,0.00001087109,0.00005450112,0.000008526857,0.00001186104,0.0002156235,0.000001067155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825216,0.004179582,0.0003026613,0.001210437,0.00009017877,0.00004634406,0.00908176,0.00003303244,0.002534403],"genre_scores_gemma":[0.9919871,0.001430326,0.0002792809,0.0001415161,0.0002021719,0.00002921539,0.004932475,0.000004903786,0.000992896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104283,"threshold_uncertainty_score":0.207352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112655894348065,"score_gpt":0.264074986257573,"score_spread":0.2529484273140924,"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."}}