{"id":"W2793166283","doi":"10.1016/j.acvdsp.2018.02.100","title":"Preoperative white blood cells phenotype is associated with postoperative atrial fibrillation after cardiac surgery","year":2018,"lang":"en","type":"article","venue":"Archives of Cardiovascular Diseases Supplements","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiac surgery; Cardiopulmonary bypass; Cardiology; White blood cell; Myeloid; Artery; Internal medicine; Flow cytometry; Phenotype; Surgery; Immunology; Gene","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":[0.0001880434,0.0002528414,0.0002821217,0.000642488,0.0003653449,0.0006976022,0.0002346787,0.0004345396,0.002435859],"category_scores_gemma":[0.002144386,0.0001535542,0.000290108,0.0008339186,0.0003163853,0.0002727552,0.0002830607,0.0008713304,0.0003014952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450372,"about_ca_system_score_gemma":0.0003349095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006809514,"about_ca_topic_score_gemma":0.0006932532,"domain_scores_codex":[0.9997153,0.00005160757,0.0000567627,0.0000492713,0.00004660667,0.00008047604],"domain_scores_gemma":[0.9981212,0.0004158762,0.0009198362,0.00009957052,0.0001286099,0.0003148535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004667798,0.0000952678,0.9922662,0.00001881971,0.00004546384,0.0005523001,0.00007090736,0.00003297228,0.003084171,0.00003694816,0.0001264416,0.003203772],"study_design_scores_gemma":[0.000008436687,0.0001772845,0.9973159,0.00001172152,0.00005455014,0.001150727,0.0002538098,0.0001615551,0.0005250385,0.00009417647,0.0002386916,0.000007980866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990402,0.0002286947,0.0001102429,0.0000645345,0.00002552444,0.000002678722,0.00007749399,0.00000486324,0.0004458466],"genre_scores_gemma":[0.9994206,0.0001153185,0.000075869,0.00002514377,0.00003557682,0.000003364235,0.0001104385,0.000002890058,0.0002107163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002435859,"threshold_uncertainty_score":0.008148789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006178710431928014,"score_gpt":0.2116846098725538,"score_spread":0.2055058994406258,"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."}}