{"id":"W3217389167","doi":"10.1161/circ.144.suppl_1.10644","title":"Abstract 10644: Impact of Cardiopulmonary Bypass Surgery on Myocardial Perfusion Assessed by Ultrafast Power Doppler: A Human Proof-of-Concept Study","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Perfusion; Cardiopulmonary bypass; Blood flow; Bypass surgery; Artery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718273,0.0006768113,0.0004413981,0.0001805108,0.0002090895,0.0003546704,0.0005826273,0.0006674442,0.004546845],"category_scores_gemma":[0.0007418759,0.0001963829,0.0003586118,0.0001181295,0.0008313868,0.0004187376,0.0003401401,0.0007459888,0.0005581942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832268,"about_ca_system_score_gemma":0.0004181781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000359713,"about_ca_topic_score_gemma":0.0001874348,"domain_scores_codex":[0.9996195,0.0001328382,0.00001718128,0.00009660382,0.00007091722,0.00006303341],"domain_scores_gemma":[0.9994168,0.0002389304,0.00008240404,0.00008286972,0.00005569157,0.0001232624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008039802,0.00763227,0.00177711,0.0008348774,0.0001026519,0.0008297884,0.0002892496,0.0007150605,0.9507392,0.0005178922,0.001585067,0.02693703],"study_design_scores_gemma":[0.003021427,0.4021885,0.03541064,0.0001748733,0.0005191464,0.004793905,0.0005193633,0.01002022,0.5303815,0.000704071,0.01218475,0.00008174118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850605,0.002055962,0.01072241,0.0001811162,0.0001660063,0.0005849186,0.0004291085,0.00008333265,0.0007166743],"genre_scores_gemma":[0.9818029,0.0021273,0.01144253,0.0003480621,0.0001486834,0.001256494,0.0009670981,0.00003970316,0.001867152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004546845,"threshold_uncertainty_score":0.01521075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468534714541883,"score_gpt":0.2966412907404629,"score_spread":0.271955943595044,"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."}}