{"id":"W4293249723","doi":"10.3390/ijms23169141","title":"Plasma Microbiome in COVID-19 Subjects: An Indicator of Gut Barrier Defects and Dysbiosis","year":2022,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Eye Institute; National Institutes of Health","keywords":"Firmicutes; Dysbiosis; Bacteroides; Gut flora; Bacteroidetes; Microbiome; Actinobacteria; Proteobacteria; Immunology; Microbiology; Intestinal permeability; Biology; Medicine; Internal medicine; Gastroenterology; Bioinformatics; Bacteria; 16S ribosomal RNA; Genetics","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":[0.0001961026,0.0003518328,0.000487684,0.000442656,0.000463964,0.000507887,0.0001294864,0.0003994261,0.001802179],"category_scores_gemma":[0.0006550518,0.0001968899,0.0002312973,0.0004266684,0.0002433922,0.0002012742,0.0004261006,0.0005256457,0.000263704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819692,"about_ca_system_score_gemma":0.0001245414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009824155,"about_ca_topic_score_gemma":0.0009649561,"domain_scores_codex":[0.9998264,0.00002702793,0.00001779316,0.00005917574,0.00003452879,0.00003508676],"domain_scores_gemma":[0.9996198,0.00004398773,0.0001649358,0.00002747426,0.00003853877,0.0001052447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001586612,0.00009154843,0.9662364,0.00006811151,0.00006806962,0.0009652401,0.0002418644,0.00003669206,0.02668599,0.00004106742,0.0001737499,0.003804807],"study_design_scores_gemma":[0.000009542119,0.0004237496,0.9968546,0.00001221048,0.00002104712,0.001398285,0.0002776494,0.0000796443,0.0006612717,0.00002728874,0.0002307093,0.000004185833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989595,0.0003255354,0.0001177525,0.0000207891,0.00000707134,0.000007717228,0.0002786954,0.000004204841,0.0002787374],"genre_scores_gemma":[0.9988267,0.0001688381,0.0002318128,0.00004425786,0.00001133964,0.00001228086,0.0004379536,0.000003959045,0.0002628553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001802179,"threshold_uncertainty_score":0.006028891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121433434557594,"score_gpt":0.3049738210417945,"score_spread":0.2928304775860351,"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."}}