{"id":"W4385327251","doi":"10.1016/j.xjon.2023.06.022","title":"Cardiac surgery elicits pericardial inflammatory responses that are distinct compared with postcardiopulmonary bypass systemic inflammation","year":2023,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Killam Trusts; Deutscher Akademischer Austauschdienst","keywords":"Medicine; Pericardial fluid; Cardiopulmonary bypass; Inflammation; Atrial fibrillation; Cardiac surgery; Systemic inflammation; Cardiology; Coronary artery bypass surgery; Venous blood; Anesthesia; Artery; Surgery; Pericardium; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001720556,0.0004181456,0.001568607,0.0004313317,0.0002601095,0.0001808647,0.0003036164,0.0001897886,0.00003988621],"category_scores_gemma":[0.0002035684,0.0003511232,0.0005706141,0.0007960099,0.0001306871,0.0005199308,0.0004198903,0.0002902145,0.0002305032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405604,"about_ca_system_score_gemma":0.0004536418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002173578,"about_ca_topic_score_gemma":0.00001215246,"domain_scores_codex":[0.9967752,0.0006410978,0.0005777596,0.0006284631,0.0008208627,0.0005566934],"domain_scores_gemma":[0.997403,0.0007483846,0.0003385575,0.0009678655,0.0002651165,0.0002770335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003353348,0.00003244553,0.9386286,0.0002787622,0.0005042857,0.001556038,0.0002335813,0.00001715644,0.00218871,0.00002636122,0.04156047,0.01162031],"study_design_scores_gemma":[0.0003993675,0.00009319496,0.9466596,0.0009570559,0.0002488351,0.0004341621,0.001127331,0.00004323611,0.001511755,0.00001809319,0.04803313,0.0004742491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866971,0.0005114727,0.0000238978,0.001057396,0.000542421,0.002149805,0.000199073,0.001019615,0.007799152],"genre_scores_gemma":[0.995479,0.0003036642,0.00005802043,0.0001322762,0.0006063578,0.000764042,0.0006726735,0.0001051905,0.00187879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01114606,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677271536708723,"score_gpt":0.2842290478043858,"score_spread":0.2474563324372986,"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."}}