{"id":"W3111446154","doi":"10.18060/24548","title":"Examining spondyloarthritis in patients with inflammatory bowel disease","year":2020,"lang":"en","type":"article","venue":"Proceedings of IMPRS","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Medicine; Inflammatory Bowel Diseases; Gastroenterology; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001040725,0.0002419637,0.0003193929,0.0008703645,0.0006137816,0.0005175923,0.000259722,0.0004424455,0.001823489],"category_scores_gemma":[0.002833199,0.0001536453,0.0002330134,0.0008514731,0.0002661455,0.0004119364,0.000468506,0.0004491683,0.0003323247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000429592,"about_ca_system_score_gemma":0.0005035455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006486807,"about_ca_topic_score_gemma":0.01049934,"domain_scores_codex":[0.9992815,0.0002486171,0.0001382546,0.00006394339,0.0001276916,0.0001399342],"domain_scores_gemma":[0.9988426,0.0002539798,0.0004336536,0.00002990717,0.000236137,0.0002037048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000299195,0.00002940005,0.9973255,0.00003343579,0.000007704642,0.0003111452,0.0002816496,0.00001322585,0.0001256584,0.000004754902,0.0001965728,0.001641077],"study_design_scores_gemma":[0.00001012161,0.0002774754,0.9956647,0.00004240898,0.00002503125,0.001738422,0.001324664,0.00006559455,0.00009438842,0.00001214353,0.0007414602,0.000003700665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957969,0.0009252434,0.00005199251,0.0002414039,0.00002119482,0.00006231192,0.00023769,0.00000470681,0.002658617],"genre_scores_gemma":[0.9985772,0.0005561524,0.0002341897,0.0001705793,0.0000303133,0.00003525706,0.0001751891,9.580051e-7,0.0002200943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006486807,"threshold_uncertainty_score":0.01289809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149212765574629,"score_gpt":0.2083086839482433,"score_spread":0.196816556292497,"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."}}