{"id":"W3046063580","doi":"10.1093/ecco-jcc/jjaa150","title":"Care of the Patient With IBD Requiring Hospitalisation During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Crohn's and Colitis Organisation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Virology; Emergency medicine; Internal medicine; Infectious disease (medical specialty); Disease; Outbreak","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":[0.0005896183,0.0001248388,0.0002615018,0.0003360872,0.001074434,0.0008234269,0.0002754792,0.0009885182,0.004043003],"category_scores_gemma":[0.003851276,0.00008375768,0.0003059898,0.0003643734,0.0003063587,0.0005099805,0.001290838,0.001220784,0.0006218842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009462224,"about_ca_system_score_gemma":0.002181441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006002916,"about_ca_topic_score_gemma":0.01204458,"domain_scores_codex":[0.9992077,0.0003273683,0.0001107942,0.00003450752,0.0001004371,0.0002192853],"domain_scores_gemma":[0.9983764,0.0002238904,0.0004205815,0.00002193639,0.0002267852,0.0007303866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002923429,0.0003414121,0.418537,0.001891827,0.0001444383,0.01611424,0.005390641,0.0008418203,0.00210464,0.002639415,0.2389115,0.3127908],"study_design_scores_gemma":[0.0001286526,0.00116061,0.5838761,0.01037997,0.0001621186,0.02133517,0.03496297,0.001115723,0.0007176829,0.004686267,0.3413459,0.0001287756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3326333,0.07031059,0.003790535,0.4420079,0.004787898,0.0004631253,0.001465605,0.0002310579,0.14431],"genre_scores_gemma":[0.8811676,0.05730839,0.004588375,0.04353335,0.003835486,0.0002823611,0.0007805323,0.00003506325,0.008468914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006002916,"threshold_uncertainty_score":0.01352525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.330148893415086,"score_gpt":0.4626771116655294,"score_spread":0.1325282182504434,"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."}}