{"id":"W2998981085","doi":"10.1093/ecco-jcc/jjz203.522","title":"P393 Patient and physician perspectives on the management of inflammatory bowel disease: Role of steroids in the context of biologic therapy","year":2020,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Context (archaeology); Internal medicine; Disease; Crohn's disease; Inflammatory Bowel Diseases","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003875658,0.0001381733,0.0003141862,0.0004367037,0.0009445029,0.001908399,0.00027793,0.0008400733,0.009924084],"category_scores_gemma":[0.01672025,0.0001232506,0.0003962086,0.0007237883,0.0006374959,0.001322238,0.001059986,0.0009623849,0.0004397208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007693029,"about_ca_system_score_gemma":0.001311952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002717843,"about_ca_topic_score_gemma":0.004233368,"domain_scores_codex":[0.9939156,0.004844504,0.000273721,0.0001851535,0.0004366937,0.0003442532],"domain_scores_gemma":[0.9779401,0.01194454,0.005044201,0.0002121073,0.001258354,0.003600726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005716541,0.0005004141,0.8877271,0.0007212263,0.0001421116,0.0009506044,0.0146479,0.0001834222,0.0003525862,0.0007157297,0.01771418,0.0757729],"study_design_scores_gemma":[0.0001660074,0.0007938866,0.9121504,0.001104018,0.0001260789,0.001673711,0.05766664,0.0009975358,0.0002466724,0.001105177,0.02391291,0.00005700676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379733,0.004852127,0.0003617104,0.03615926,0.0002670355,0.00005046761,0.00064559,0.00001566877,0.0196749],"genre_scores_gemma":[0.9965664,0.001146924,0.0002029214,0.00146472,0.000208775,0.00001836934,0.00007562657,0.000002733229,0.0003135633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009924084,"threshold_uncertainty_score":0.03319937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006962332104282802,"score_gpt":0.2165866672949075,"score_spread":0.2096243351906247,"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."}}