{"id":"W2037460800","doi":"10.1016/j.athoracsur.2008.11.007","title":"Preoperative Intraaortic Balloon Pumping Improves Outcomes for High-Risk Patients in Routine Coronary Artery Bypass Graft Surgery","year":2009,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; EuroSCORE; Ejection fraction; Myocardial infarction; Cardiology; Perioperative; Internal medicine; Canadian Cardiovascular Society; Artery; Surgery; Angina; Intra-Aortic Balloon Pumping; Heart failure; Cardiogenic shock","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002096906,0.0003561886,0.0009500487,0.0002857025,0.00008598297,0.00004216593,0.0002727337,0.0001443915,0.00003697817],"category_scores_gemma":[0.0008815809,0.0002725061,0.0003759378,0.0003619504,0.00005254472,0.0004511,0.00004052233,0.0002680432,0.000009810156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003427027,"about_ca_system_score_gemma":0.00004931466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004459061,"about_ca_topic_score_gemma":0.00003338084,"domain_scores_codex":[0.9972951,0.000256701,0.001137048,0.0003324895,0.0003540873,0.0006245062],"domain_scores_gemma":[0.9961715,0.002705875,0.0003033067,0.0005319056,0.0001631664,0.000124255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002604789,0.0002826699,0.8590102,0.0002881604,0.0004161423,0.00001926084,0.0003109824,0.001144434,0.000665532,0.00007336299,0.001230837,0.1362979],"study_design_scores_gemma":[0.0001339347,0.00006890839,0.9722727,0.000235441,0.0000867342,0.000003638847,0.0001005734,0.004313074,0.02016684,0.002162333,0.00003319695,0.0004226312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970922,0.0005488423,0.0003400985,0.0005513661,0.0006088139,0.0006030001,0.00006797054,0.0001577819,0.00002996025],"genre_scores_gemma":[0.9989753,0.0001393362,0.00006430789,0.0005301338,0.00007769641,0.00007133567,0.00007539652,0.00004961896,0.0000168162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358753,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395372020403515,"score_gpt":0.3021514779500841,"score_spread":0.258197757746049,"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."}}