{"id":"W2976692766","doi":"10.4103/mjbl.mjbl_51_19","title":"Echocardiography assessment of the left ventricular systolic function and regional wall motion abnormalities pre- and post-coronary artery bypass grafting surgery","year":2019,"lang":"en","type":"article","venue":"Medical Journal of Babylon","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Artery; Canadian Cardiovascular Society; Coronary artery disease; Revascularization; Coronary artery bypass surgery; Surgery; Heart failure; Angina; Myocardial infarction","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":[0.0004140496,0.0003434354,0.0003191939,0.0005010235,0.000162515,0.0002259093,0.0001144125,0.0002661275,0.001352326],"category_scores_gemma":[0.0006734972,0.0001060432,0.0002686926,0.0001951852,0.0002080546,0.0001724505,0.0001804029,0.000478401,0.0002024268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243564,"about_ca_system_score_gemma":0.0001618199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000387039,"about_ca_topic_score_gemma":0.001177995,"domain_scores_codex":[0.9997756,0.0000638983,0.00003156493,0.00004022336,0.00004215549,0.00004649006],"domain_scores_gemma":[0.9991086,0.0001236207,0.0003496615,0.00003135307,0.0001000185,0.0002866215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004234778,0.0001258196,0.9904538,0.00004453999,0.0000743475,0.000421154,0.0001090195,0.00004482493,0.003304739,0.000009923252,0.00009910091,0.004889231],"study_design_scores_gemma":[0.000006612742,0.0006752209,0.9981037,0.000007757674,0.00001780195,0.000740413,0.00004950116,0.00002877283,0.0002610804,0.000005354661,0.0001005267,0.000003287711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978224,0.001083034,0.0001087689,0.00003529114,0.00001327703,0.0000135132,0.0001615645,0.00000477538,0.000757394],"genre_scores_gemma":[0.9989154,0.000368228,0.0001464033,0.00003149708,0.00002594509,0.00001385473,0.0001670623,7.943929e-7,0.0003308406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001352326,"threshold_uncertainty_score":0.004524052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007390631526657742,"score_gpt":0.2240749323079579,"score_spread":0.2166843007813001,"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."}}