{"id":"W4392924565","doi":"10.14503/thij-23-8199","title":"Periprocedural Risk Predictors Affecting Long-Term Prognosis in Patients With Chronic Obstructive Pulmonary Disease Undergoing Coronary Artery Bypass Grafting","year":2024,"lang":"en","type":"article","venue":"Texas Heart Institute Journal","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Salt Science Research Foundation","keywords":"Medicine; Bypass grafting; Cardiology; Internal medicine; Pulmonary disease; Coronary artery disease; Artery; Pulmonary artery; Term (time); Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000430949,0.0003883222,0.0004969329,0.0004530564,0.0003464363,0.0001734191,0.0001019376,0.0001168123,0.00006829434],"category_scores_gemma":[0.0001009295,0.0003118807,0.0003086825,0.0004776568,0.0001952539,0.001249471,0.00008319217,0.001237854,0.00001564128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000993349,"about_ca_system_score_gemma":0.00121275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002251279,"about_ca_topic_score_gemma":0.00004836313,"domain_scores_codex":[0.9975463,0.0001363806,0.0005496787,0.0005120208,0.0006323104,0.0006233659],"domain_scores_gemma":[0.9989374,0.0001212616,0.0001503813,0.0002175703,0.0001247429,0.0004486886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008301059,0.0002511533,0.9695854,0.0004053732,0.0002692597,0.004068563,0.0001510985,0.00006896064,0.0000465377,0.0000109968,0.0001452577,0.02416736],"study_design_scores_gemma":[0.0009527185,0.0006066169,0.9900262,0.003461153,0.000349862,0.00355126,0.00004941434,0.000220948,0.00005764271,0.00004051551,0.0003446212,0.0003390864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943655,0.002561324,0.0002073506,0.0003120711,0.001038548,0.0008618899,0.00002564519,0.0003552987,0.0002723613],"genre_scores_gemma":[0.9982888,0.0002532868,0.0003123388,0.00008293239,0.0007920106,0.00004013153,0.00007129397,0.00007342607,0.00008583099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02382828,"threshold_uncertainty_score":0.9999333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008943677380638433,"score_gpt":0.2442640153757223,"score_spread":0.2353203379950838,"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."}}