{"id":"W3178836944","doi":"10.1186/s13019-021-01575-y","title":"Transit time flow measurement of coronary bypass grafts before and after protamine administration","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiothoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"National Center for Advancing Translational Sciences","keywords":"Protamine; Medicine; Cardiac surgery; Cardiothoracic surgery; Surgery; Cardiology; Internal medicine; Anesthesia; Heparin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001965257,0.0001941654,0.001094384,0.0002176657,0.00002913265,0.00001881789,0.0000345164,0.0001320723,0.0001236322],"category_scores_gemma":[0.0002019762,0.0001675551,0.0008352135,0.0002304288,0.00007950659,0.0002135965,0.00001957774,0.0002366391,0.000001740516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032771,"about_ca_system_score_gemma":0.000822413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001265468,"about_ca_topic_score_gemma":0.000002458508,"domain_scores_codex":[0.9975389,0.0002422049,0.0008472924,0.000186656,0.0009876315,0.0001973259],"domain_scores_gemma":[0.9980197,0.0001415136,0.0003212454,0.0002516175,0.001065188,0.0002007167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005895213,0.0005077195,0.3019376,0.0008111614,0.001634899,0.009901673,0.0002421719,0.000007381374,0.03655772,0.00000349189,0.006427771,0.6360732],"study_design_scores_gemma":[0.0005407895,0.0006599659,0.903524,0.001301226,0.0009076637,0.01441357,0.00009600855,0.00003146243,0.06689835,0.00004773236,0.01133825,0.0002410213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881651,0.008298857,0.001307696,0.001118655,0.0003581974,0.000255283,0.00002517962,0.00002799298,0.000443036],"genre_scores_gemma":[0.9974254,0.0006670028,0.001230641,0.0001222039,0.0003441214,0.00001578856,0.00001485627,0.00002849721,0.0001515402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6358321,"threshold_uncertainty_score":0.68327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382296412686954,"score_gpt":0.256309549245822,"score_spread":0.2424865851189525,"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."}}