{"id":"W3030817251","doi":"10.1186/s13223-020-00433-1","title":"Assessment of clinical activity and severity using serum ANCA and ASCA antibodies in patients with ulcerative colitis","year":2020,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shihezi University","keywords":"Ulcerative colitis; Medicine; Gastroenterology; Internal medicine; Inflammatory bowel disease; Antibody; Biomarker; Immunology; Anti-neutrophil cytoplasmic antibody; Clinical significance; Disease; Colitis; Vasculitis; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005712436,0.0003390785,0.0004118656,0.0008541543,0.0002278597,0.0003983974,0.0001573548,0.0004464934,0.000773585],"category_scores_gemma":[0.001782874,0.000157187,0.0001867598,0.000417302,0.0002132498,0.0003286735,0.0002390914,0.0003520779,0.0001539486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252029,"about_ca_system_score_gemma":0.00009677964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005405807,"about_ca_topic_score_gemma":0.0006761717,"domain_scores_codex":[0.999559,0.0001800727,0.00006678861,0.00007374517,0.0000725027,0.00004791702],"domain_scores_gemma":[0.9991503,0.0002777175,0.0002503674,0.00002639981,0.0001140541,0.000181116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000249094,0.00005522532,0.9967034,0.00001674844,0.00002674064,0.000094981,0.00003127306,0.00003784235,0.0006447022,0.000004963149,0.00005668568,0.002078333],"study_design_scores_gemma":[0.00001915471,0.0004815715,0.997556,0.000009095699,0.00003700244,0.0009335125,0.0001034405,0.0004026722,0.0002829208,0.00001736017,0.0001528122,0.000004536502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984809,0.0008148538,0.0001229265,0.00003357069,0.000008494121,0.00001128351,0.00008306322,0.000005558105,0.000439448],"genre_scores_gemma":[0.9995617,0.0001083021,0.0001275071,0.000019177,0.0000100292,0.000006649678,0.00008585703,4.316047e-7,0.00008025914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008541543,"threshold_uncertainty_score":0.003021121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186772140125479,"score_gpt":0.3255701786933613,"score_spread":0.3068929646808134,"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."}}