{"id":"W3029566816","doi":"10.3760/cma.j.issn.1001-4497.2008.04.011","title":"Valve replacement and coronary artery bypass grafting on beating heart","year":2008,"lang":"en","type":"article","venue":"Chinese Journal of Thoracic and Cardiovaescular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Artery; Angina; Surgery; Coronary artery disease; Anastomosis; Lesion; Canadian Cardiovascular Society; Vein; Myocardial infarction; Heart failure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005486837,0.0003035271,0.0002255339,0.0003611518,0.0002354333,0.0002759308,0.0001408778,0.0003945,0.002276822],"category_scores_gemma":[0.001372209,0.0001012795,0.0004141007,0.0001506289,0.0002307187,0.0002800945,0.0002517917,0.0003351063,0.0001890168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921095,"about_ca_system_score_gemma":0.0002683101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002584501,"about_ca_topic_score_gemma":0.0005525809,"domain_scores_codex":[0.999674,0.00008386205,0.00002193602,0.00004461243,0.00006397253,0.0001116582],"domain_scores_gemma":[0.9991787,0.0002285699,0.0002543921,0.00001944941,0.00003489111,0.0002839197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00323804,0.000910681,0.9518765,0.0001611787,0.0002520239,0.00736919,0.00012539,0.0001771322,0.002476573,0.0001472718,0.0002698003,0.03299621],"study_design_scores_gemma":[0.0002165052,0.00919911,0.9547425,0.00007848808,0.0001253175,0.03300936,0.0002419873,0.0004420767,0.0003760174,0.0001062661,0.001447576,0.00001486014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971116,0.001978548,0.00007129331,0.00004229265,0.00004570196,0.00001173654,0.00002056776,0.000002388456,0.0007159367],"genre_scores_gemma":[0.9985957,0.0006075093,0.0001324903,0.00007412677,0.000203013,0.00001038903,0.0000900904,7.58541e-7,0.0002859691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002276822,"threshold_uncertainty_score":0.007616699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787158185866516,"score_gpt":0.3209478710794814,"score_spread":0.3030762892208162,"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."}}