{"id":"W3134780639","doi":"10.1093/jcag/gwab002.004","title":"A5 GM-CSF AUTOANTIBODIES: PREDICTORS OF CROHN’S DISEASE DEVELOPMENT AND A NOVEL THERAPEUTIC APPROACH","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Autoantibody; Immunology; Medicine; Ulcerative colitis; Inflammatory bowel disease; Granulocyte macrophage colony-stimulating factor; Cytokine; Flow cytometry; Autoimmunity; Peripheral blood mononuclear cell; Immune system; Disease; Antibody; Biology; Pathology; In vitro","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":[0.0004956534,0.0003471618,0.000455263,0.0008099063,0.0001863888,0.0005718654,0.0002273659,0.0005431341,0.0009939679],"category_scores_gemma":[0.0008690841,0.0001188315,0.0002247672,0.0003967102,0.0001835954,0.0003698254,0.0001852819,0.000408487,0.0002293993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153052,"about_ca_system_score_gemma":0.000273752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004433769,"about_ca_topic_score_gemma":0.0005244681,"domain_scores_codex":[0.9998602,0.00005614132,0.00001407569,0.00002440337,0.00002141208,0.00002369925],"domain_scores_gemma":[0.9995585,0.0001456675,0.0001278146,0.0000117646,0.00005210163,0.0001041549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004272038,0.0003459917,0.895278,0.0001873469,0.0001268459,0.0008257543,0.00004674083,0.0004163562,0.01573533,0.0001245545,0.0006820472,0.08195895],"study_design_scores_gemma":[0.0002409038,0.003327419,0.9759505,0.0002468193,0.0003320955,0.003764989,0.0002132113,0.005591801,0.004380669,0.0004338051,0.005492824,0.00002493155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686393,0.02786066,0.0007837657,0.000627058,0.00007211672,0.00003127937,0.0002067599,0.0000312377,0.001747795],"genre_scores_gemma":[0.9959098,0.002348014,0.0009404418,0.0001232509,0.0001094632,0.00001714026,0.00020716,0.00000237976,0.0003423751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009939679,"threshold_uncertainty_score":0.003325164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007141884478533687,"score_gpt":0.2033894571569254,"score_spread":0.1962475726783917,"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."}}