{"id":"W3093590516","doi":"10.1093/ecco-jcc/jjaa128","title":"COVID-19 Pandemic: Which IBD Patients Need to Be Scoped—Who Gets Scoped Now, Who Can Wait, and how to Resume to Normal","year":2020,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; Mount Sinai Hospital","funders":"European Crohn's and Colitis Organisation","keywords":"Medicine; Pandemic; Endoscopy; Triage; Inflammatory bowel disease; Ulcerative colitis; Coronavirus disease 2019 (COVID-19); Colonoscopy; Disease; Intensive care medicine; General surgery; Internal medicine; Medical emergency; Colorectal cancer; Infectious disease (medical specialty)","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":[0.001948454,0.0005231535,0.001003877,0.0006072113,0.002070084,0.002323885,0.000845639,0.003337595,0.008502423],"category_scores_gemma":[0.007195774,0.000322124,0.001115604,0.0004410573,0.001034029,0.004522544,0.002316464,0.004393861,0.002073792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421535,"about_ca_system_score_gemma":0.003952549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006940433,"about_ca_topic_score_gemma":0.009333041,"domain_scores_codex":[0.9985488,0.0005042393,0.0001963179,0.0001965248,0.0001827826,0.0003712274],"domain_scores_gemma":[0.9963819,0.0007935272,0.0005499036,0.00007951411,0.0006328264,0.001562206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00110595,0.0006000882,0.1553659,0.003765881,0.0001359528,0.004673815,0.002809526,0.0007657661,0.00283419,0.007657753,0.3159373,0.5043479],"study_design_scores_gemma":[0.0004096178,0.001900755,0.2450697,0.02373571,0.0005629238,0.01673596,0.04386773,0.003363057,0.002513349,0.04875959,0.6124737,0.0006079469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1293124,0.1682567,0.01251725,0.6297337,0.010106,0.0006785115,0.002675013,0.0005844406,0.04613604],"genre_scores_gemma":[0.6353495,0.141356,0.02310768,0.1658932,0.01216247,0.0007849058,0.005026825,0.0003250957,0.01599433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008502423,"threshold_uncertainty_score":0.02844346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06394745165259756,"score_gpt":0.3525423147684207,"score_spread":0.2885948631158232,"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."}}