{"id":"W4405766091","doi":"10.1097/cm9.0000000000003424","title":"Fecal siderophore genes are potential biomarkers for ulcerative colitis","year":2024,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerobactin; Ulcerative colitis; Microbiology; Inflammatory bowel disease; Biology; Enterobactin; Shigella; Gut flora; Virulence; Microbiome; Escherichia coli; Disease; Immunology; Salmonella; Enterobacteriaceae; Medicine; Bacteria; Bioinformatics; Gene; Genetics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007881675,0.0006858566,0.000541962,0.001428003,0.0002364025,0.000765348,0.0002682771,0.0008162463,0.002091064],"category_scores_gemma":[0.001504108,0.000179987,0.0004437408,0.001329236,0.0002834604,0.0003575646,0.0003958904,0.0005650799,0.0005229209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090512,"about_ca_system_score_gemma":0.000160304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007467801,"about_ca_topic_score_gemma":0.0009585392,"domain_scores_codex":[0.9994128,0.0001470547,0.00006552095,0.0001265759,0.0001822253,0.00006582659],"domain_scores_gemma":[0.9988528,0.0002483761,0.0005771752,0.00004018662,0.0001725265,0.0001088684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001209615,0.0001195864,0.9368808,0.0005520534,0.0002882828,0.0006881412,0.00009435887,0.0002189413,0.01286459,0.0001749754,0.001800746,0.04510798],"study_design_scores_gemma":[0.00003728584,0.0006784673,0.9805784,0.0002903972,0.0004234085,0.003160017,0.0001723166,0.001004132,0.004230781,0.0005355121,0.008855163,0.00003411525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045155,0.07911437,0.00329228,0.001178936,0.000259183,0.0001063375,0.004570935,0.0001743035,0.006788117],"genre_scores_gemma":[0.9837806,0.007055436,0.004373834,0.00040543,0.0002370175,0.00006336928,0.002158934,0.00001489729,0.001910561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002091064,"threshold_uncertainty_score":0.006995261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007922384508131933,"score_gpt":0.297954309294493,"score_spread":0.2900319247863611,"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."}}