{"id":"W2020033062","doi":"10.1097/mib.0000000000000008","title":"Prevalence of and Outcomes Associated with Corticosteroid Prescription in Inflammatory Bowel Disease","year":2014,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; University of Manitoba","keywords":"Medicine; Corticosteroid; Prednisone; Inflammatory bowel disease; Ulcerative colitis; Internal medicine; Population; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003411215,0.0004705284,0.0003152781,0.0001887487,0.0001067429,0.00006322371,0.0003529128,0.0001837204,0.00004146473],"category_scores_gemma":[0.001054054,0.0004375623,0.0001558605,0.0000813736,0.0004956386,0.00006794616,0.0002169929,0.0001519906,0.00001186883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005349267,"about_ca_system_score_gemma":0.0002785211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005099182,"about_ca_topic_score_gemma":0.00006544655,"domain_scores_codex":[0.9971763,0.0003825209,0.0007145404,0.0007200524,0.0004923528,0.0005142279],"domain_scores_gemma":[0.9978945,0.0000804353,0.0004231988,0.0008450267,0.0002083136,0.0005485224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001265584,0.0002589776,0.9928186,0.0008653115,0.0001019529,0.0001448055,0.0000722503,0.0004927948,0.003302325,0.0002487314,0.0001783571,0.000250333],"study_design_scores_gemma":[0.002272196,0.0001369128,0.9949138,0.0003379227,0.000181604,0.000002497292,0.00003172786,0.0009316546,0.0003534183,0.0001502657,0.0001618744,0.000526085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978892,0.0006605548,0.00005945143,0.00003680027,0.0001104354,0.0007494413,0.0002264313,0.00007389656,0.0001938054],"genre_scores_gemma":[0.998778,0.0001032733,0.00003262562,0.0002034451,0.0000864051,0.0001941536,0.0001202785,0.00007348051,0.0004082728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002948907,"threshold_uncertainty_score":0.9998076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006160651904349316,"score_gpt":0.2204787839296105,"score_spread":0.2143181320252612,"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."}}