{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002677211,0.0002782404,0.000378414,0.0002232307,0.0002113908,0.0003978859,0.00008511519,0.0002440438,0.001886561],"category_scores_gemma":[0.0005910165,0.000106,0.0001493684,0.000209126,0.0002968263,0.0001772062,0.0002558866,0.0003061631,0.0001776621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219425,"about_ca_system_score_gemma":0.0002577608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008270748,"about_ca_topic_score_gemma":0.0002085472,"domain_scores_codex":[0.999727,0.00007090125,0.00002800263,0.00005572192,0.00005063857,0.00006769653],"domain_scores_gemma":[0.99949,0.00006584274,0.0002511215,0.00002191931,0.00003479347,0.0001362841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009821125,0.001887164,0.7860334,0.0005663256,0.0001294797,0.002852379,0.0005718389,0.0001999165,0.166873,0.0001992709,0.0002662549,0.03059989],"study_design_scores_gemma":[0.0001224661,0.00631015,0.9849818,0.00002952421,0.00004648634,0.002336039,0.0003366403,0.0001585877,0.005119615,0.00005932417,0.0004905628,0.00000880733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992377,0.0003199613,0.0001018507,0.00001598983,0.000007092114,0.00002119189,0.00002685795,0.000001654994,0.000267716],"genre_scores_gemma":[0.9992995,0.0002001917,0.0001553037,0.00003291322,0.00002629038,0.00003976496,0.00006694828,8.081427e-7,0.0001782695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001886561,"threshold_uncertainty_score":0.006311119,"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."}}