{"id":"W4401810737","doi":"10.1007/s00246-024-03634-2","title":"Gut Microbiome in Children with Congenital Heart Disease After Cardiopulmonary Bypass Surgery (GuMiBear Study)","year":2024,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Health Foundation; University College Dublin; Teagasc; Science Foundation Ireland; Irish Research eLibrary","keywords":"Microbiome; Cardiac surgery; Shigella; Medicine; Gut flora; Cardiopulmonary bypass; Enterococcus; Vascular surgery; Necrotizing enterocolitis; Internal medicine; Physiology; Biology; Immunology; Microbiology; Bioinformatics; Salmonella; Bacteria; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003609654,0.0003276761,0.0004105551,0.0004395728,0.0006281225,0.0006578555,0.0002238447,0.0005051536,0.0009567259],"category_scores_gemma":[0.0008894348,0.000279961,0.0005537764,0.0005051693,0.0002035847,0.0003287011,0.0007484098,0.0006046855,0.0002365511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378066,"about_ca_system_score_gemma":0.0003504237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004696921,"about_ca_topic_score_gemma":0.004563265,"domain_scores_codex":[0.9997049,0.00006264362,0.00003020302,0.00006797936,0.00005304164,0.00008121358],"domain_scores_gemma":[0.9997376,0.00003303018,0.00008460453,0.00002378374,0.00003820359,0.00008274309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002647016,0.00009604261,0.9937147,0.00005277009,0.00005102502,0.0006217834,0.0006432089,0.00001487152,0.001627747,0.00003324837,0.0001764538,0.002703303],"study_design_scores_gemma":[0.00001015423,0.0003647351,0.9973475,0.00001778909,0.00003980824,0.0009197115,0.0007242475,0.00002069503,0.000140474,0.00001110045,0.0003994117,0.000004379143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992583,0.0002723785,0.00003934469,0.000030583,0.000004400402,0.00001010651,0.0002246211,0.000001293298,0.0001589071],"genre_scores_gemma":[0.9987016,0.0003999225,0.0001907874,0.00005557603,0.0000102939,0.00003107992,0.0003599104,0.00000234847,0.0002485122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004696921,"threshold_uncertainty_score":0.009339213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005103037834444736,"score_gpt":0.2253459711685044,"score_spread":0.2202429333340597,"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."}}