{"id":"W2276036840","doi":"10.3899/jrheum.150628","title":"Inflammatory Bowel Diseases and Spondyloarthropathies","year":2015,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Inflammatory Bowel Diseases; Disease; Internal medicine; Gastroenterology; Ankylosing spondylitis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004086793,0.0001558613,0.0002162605,0.0001020952,0.00005967481,0.00002161095,0.0001658697,0.00008968576,0.00005448722],"category_scores_gemma":[0.0002425748,0.0001362702,0.0000929348,0.00002727789,0.0001929126,0.00001411895,0.0001377575,0.00009832354,0.000009535125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002317571,"about_ca_system_score_gemma":0.0003169043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003232124,"about_ca_topic_score_gemma":0.00002025055,"domain_scores_codex":[0.998763,0.0001439479,0.000496984,0.0001552742,0.0002151635,0.0002256339],"domain_scores_gemma":[0.9988723,0.00001607905,0.0003267874,0.0002043668,0.0002412089,0.0003392143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007632987,0.00008121172,0.948442,0.00005581136,0.0001359583,0.0003481063,0.0001808274,0.00004357558,0.001226916,0.0009607009,0.04749761,0.0002639566],"study_design_scores_gemma":[0.01200313,0.001820883,0.6674432,0.000163086,0.0002861351,0.006236454,0.004650242,0.00008559402,0.004519768,0.002068365,0.2998282,0.0008949348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964212,0.002203577,0.0002068149,0.0005547013,0.0004047077,0.0001058079,0.00003468591,0.00000606714,0.00006239077],"genre_scores_gemma":[0.9985453,0.0004183655,0.0006933733,0.0001533321,0.0000835518,0.000007157596,0.00002367963,0.00001774246,0.00005746239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2809988,"threshold_uncertainty_score":0.5556936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008085783351957945,"score_gpt":0.2404462281390753,"score_spread":0.2323604447871173,"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."}}