{"id":"W2791747253","doi":"10.1093/jcag/gwy008.300","title":"A299 IDENTIFICATION OF PATHOGENIC BACTERIAL STRAINS IN PAEDIATRIC PATIENTS WITH INFLAMMATORY BOWEL DISEASES USING IMMUNOGLOBULIN G AS A MARKER OF VIRULENCE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Antibody; Microbiology; Inflammatory bowel disease; Biology; Pathogenic bacteria; Ulcerative colitis; Firmicutes; Immune system; Immunoglobulin G; Immunology; Bacteria; Medicine; 16S ribosomal RNA; Disease; Pathology; 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":[0.0002765138,0.0003634109,0.0003959145,0.001142624,0.0003531932,0.0005676023,0.0001728982,0.0005064339,0.001874801],"category_scores_gemma":[0.00103442,0.0002606662,0.0003291314,0.0009802324,0.0002476908,0.0002029011,0.0004377528,0.0004153988,0.0006281084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966539,"about_ca_system_score_gemma":0.0002569783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882051,"about_ca_topic_score_gemma":0.001377831,"domain_scores_codex":[0.9995259,0.00008127156,0.00005446416,0.0001001052,0.0001637984,0.00007443927],"domain_scores_gemma":[0.9995868,0.00008410477,0.0001327487,0.00002028039,0.00008110354,0.00009499612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005061321,0.00009269528,0.9412424,0.000142809,0.00003601671,0.002421768,0.000494638,0.00007102376,0.04565233,0.00006348836,0.0004383372,0.008838307],"study_design_scores_gemma":[0.0000130235,0.0004246802,0.9867181,0.00005216694,0.0000277657,0.00643829,0.0004889203,0.0002774128,0.00379302,0.00003349993,0.001726535,0.000006700875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961703,0.001168676,0.0005810922,0.00004212663,0.00001785704,0.00004027598,0.0006671035,0.00001625149,0.001296265],"genre_scores_gemma":[0.9962838,0.0008700101,0.001337003,0.00006925106,0.00001690307,0.00002962945,0.001062662,0.000008556874,0.0003221956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001882051,"threshold_uncertainty_score":0.006271839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004327349632082673,"score_gpt":0.2006602496315053,"score_spread":0.1963328999994226,"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."}}