{"id":"W2117198185","doi":"10.1016/s1010-7940(01)00583-8","title":"Outcome of non-elective coronary artery bypass grafting without cardio-pulmonary bypass","year":2001,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Angina; Artery; Intensive care unit; Cardiology; Myocardial infarction; Anastomosis; Internal medicine; Surgery; Dialysis","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":[0.0104134,0.0006185974,0.002758117,0.001014802,0.0001674136,0.00004521851,0.0003190795,0.0001401731,0.00008132453],"category_scores_gemma":[0.000509416,0.0005535092,0.003053653,0.0008646548,0.0002728775,0.0005381982,0.0001649681,0.001075408,0.0000436176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821612,"about_ca_system_score_gemma":0.0003722379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001455462,"about_ca_topic_score_gemma":5.751339e-7,"domain_scores_codex":[0.9922657,0.002550432,0.002449027,0.000525195,0.001393687,0.0008159571],"domain_scores_gemma":[0.9952486,0.0008289657,0.001379589,0.0008660452,0.001080393,0.000596407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00242948,0.0001749618,0.7313728,0.0001084246,0.001484531,0.02697638,0.0001660477,0.00004216429,0.003892106,0.000001610818,0.003471624,0.2298799],"study_design_scores_gemma":[0.0005983895,0.0004806027,0.9127408,0.0009502029,0.001161622,0.05041325,0.0006381574,0.00003791826,0.00304571,0.00002144992,0.02925558,0.0006562843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443982,0.003975335,0.004685345,0.0003250762,0.001665167,0.0003796564,0.00002594002,0.0001581578,0.04438714],"genre_scores_gemma":[0.9948182,0.001325468,0.0009360928,0.0003309437,0.001655368,0.00000748944,0.00002363016,0.0001976289,0.0007051699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2292236,"threshold_uncertainty_score":0.9996917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974524187255604,"score_gpt":0.2976754903411685,"score_spread":0.2679302484686125,"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."}}