{"id":"W4383103223","doi":"10.21608/ejhm.2023.305795","title":"Implications of a Novel Modified Strategy for Combined Coronary Artery Bypass Grafting and Mitral Valve Replacement for Ischaemic Heart Disease Patients","year":2023,"lang":"en","type":"article","venue":"The Egyptian Journal of Hospital Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bypass grafting; Ischaemic heart disease; Cardiology; Artery; Internal medicine; Coronary artery disease; Mitral valve replacement; Mitral valve; Grafting; Disease; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.000326736,0.0001702005,0.0004793841,0.0001267595,0.0001109397,0.00000767549,0.00009071987,0.00003289219,0.000006328924],"category_scores_gemma":[0.0002604496,0.00010677,0.0008048828,0.0001485294,0.0001515236,0.00007389951,0.00003012456,0.00009815265,6.057326e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004543981,"about_ca_system_score_gemma":0.0001091417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004639638,"about_ca_topic_score_gemma":2.371641e-7,"domain_scores_codex":[0.9986876,0.00002166895,0.0005815557,0.0001725194,0.0002860331,0.0002506278],"domain_scores_gemma":[0.9983882,0.0002671174,0.0003611585,0.0002464172,0.0004126213,0.000324531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01195542,0.002601722,0.9527473,0.0005260042,0.006227465,0.00001578814,0.001383956,0.000187875,0.0009166549,0.001043098,0.01826183,0.004132903],"study_design_scores_gemma":[0.01854752,0.0099373,0.9658007,0.0004026655,0.002771962,0.00002035503,0.0007081157,0.0003709299,0.00001773419,0.00126602,0.00005426984,0.0001024045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859333,0.0008207317,0.0005136337,0.01046608,0.0003633012,0.001570915,0.0002905162,0.00001466687,0.00002686008],"genre_scores_gemma":[0.9988127,0.00006131791,0.0001628492,0.000363076,0.00024222,0.00009266505,0.0001820985,0.0000282352,0.0000548912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01820756,"threshold_uncertainty_score":0.4353955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198720500951972,"score_gpt":0.3383285426702207,"score_spread":0.3063413376607009,"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."}}