{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008093811,0.0000869256,0.0002240399,0.00002742042,0.0007061673,0.00001883632,0.0001682809,0.00007672887,0.00004929762],"category_scores_gemma":[0.001197757,0.00004503971,0.00005623264,0.0001461138,0.0001091645,0.0002327997,0.00009708989,0.0006770492,0.000001368738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249443,"about_ca_system_score_gemma":0.0008448507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005630141,"about_ca_topic_score_gemma":0.0004424115,"domain_scores_codex":[0.9975055,0.001101036,0.0006767719,0.0001030171,0.0004027227,0.0002108793],"domain_scores_gemma":[0.9973298,0.0006161789,0.00123116,0.0001557168,0.0004217592,0.00024536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001557407,0.00002118611,0.866918,0.00177453,0.00006186969,0.00005346938,0.1238834,0.00004939251,0.00007264091,0.000966281,0.0008340398,0.00380781],"study_design_scores_gemma":[0.0007991539,0.0003503361,0.9093169,0.0003567613,0.00004512685,0.000091735,0.05845512,0.000006560974,0.00004845588,0.000191563,0.03026434,0.00007393091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96355,0.001008717,0.00006213018,0.03436136,0.0002256121,0.000414783,0.00002113336,0.000008882112,0.0003473488],"genre_scores_gemma":[0.98863,0.0003418731,0.00004707756,0.01065217,0.0002796146,0.00001099713,4.998477e-7,0.00001129596,0.00002649904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06542823,"threshold_uncertainty_score":0.5431339,"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."}}