{"id":"W2947879944","doi":"10.1186/s40168-018-0604-3","title":"Host immunoglobulin G selectively identifies pathobionts in pediatric inflammatory bowel diseases","year":2019,"lang":"en","type":"article","venue":"Microbiome","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Institute of Nutrition, Metabolism and Diabetes; Alberta Innovates; Crohn's and Colitis Canada; University of Alberta; Women and Children's Health Research Institute; Canadian Association of Gastroenterology; Crohn's and Colitis Foundation; Alberta Innovates - Health Solutions","keywords":"Inflammatory bowel disease; Pathogenesis; Immunology; Biology; Ulcerative colitis; Immunoglobulin G; Antibody; Microbiology; Disease; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005604709,0.0004123728,0.0003156337,0.001010189,0.0001888461,0.0005486283,0.0002179725,0.0004690599,0.0009650637],"category_scores_gemma":[0.0008492359,0.0001395349,0.000246444,0.0007476584,0.0002991189,0.0002032391,0.0004204339,0.0004186412,0.0001903895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473839,"about_ca_system_score_gemma":0.0002434753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090219,"about_ca_topic_score_gemma":0.001770077,"domain_scores_codex":[0.9994556,0.0001168665,0.00004002909,0.0001299613,0.000158261,0.00009923796],"domain_scores_gemma":[0.9995177,0.0001226454,0.0001923309,0.00002615077,0.0000791219,0.00006210989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009254811,0.00007363138,0.7273076,0.0003582484,0.0001077535,0.0005035176,0.0003106813,0.0003282783,0.245516,0.0001010447,0.000342081,0.02412576],"study_design_scores_gemma":[0.0000134097,0.0004276002,0.93916,0.00007385948,0.0001240272,0.001805977,0.000364031,0.0009646821,0.05409283,0.0001078213,0.002854391,0.0000112463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946454,0.002444868,0.001588588,0.00005734308,0.0000139243,0.00002769447,0.0004636158,0.00003710643,0.0007214657],"genre_scores_gemma":[0.9941586,0.00089585,0.003939145,0.00009605061,0.00001539563,0.0000306777,0.0005945318,0.00001493725,0.0002547865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001090219,"threshold_uncertainty_score":0.003228426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003202999221478423,"score_gpt":0.2160739504578891,"score_spread":0.2128709512364106,"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."}}