{"id":"W4283451646","doi":"10.1093/jcag/gwac020","title":"Increased Hospitalization for IBD Patients Seen in the ER During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pandemic; Inflammatory bowel disease; Retrospective cohort study; Cohort; Coronavirus disease 2019 (COVID-19); Infliximab; Emergency medicine; Young adult; Cohort study; Internal medicine; Pediatrics; Disease; 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":[0.0006343981,0.0001727479,0.0003637097,0.0005111599,0.000428097,0.0008146768,0.0003511781,0.0004202045,0.004063353],"category_scores_gemma":[0.003030908,0.0001762421,0.0005382336,0.0008725675,0.0002389166,0.000528781,0.0006187948,0.0008910376,0.0002762751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948016,"about_ca_system_score_gemma":0.0004390503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005546247,"about_ca_topic_score_gemma":0.006349174,"domain_scores_codex":[0.9989644,0.0002670246,0.0001486744,0.0002385148,0.0001478344,0.000233652],"domain_scores_gemma":[0.9968511,0.0003699006,0.002094409,0.0001282528,0.0001893171,0.0003669272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013893,0.00002085383,0.9976572,0.00004978397,0.00004996343,0.0001525108,0.0001195837,0.00002914969,0.0001275523,0.00002139541,0.000310265,0.001360418],"study_design_scores_gemma":[0.000005286399,0.00006219975,0.9985556,0.00005562432,0.00001971073,0.0004282637,0.0004480529,0.00007418786,0.00003065358,0.00001780704,0.0002984851,0.000004180873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968828,0.0008637574,0.00007585872,0.0002530122,0.00003397718,0.00001316048,0.001070513,0.000004682204,0.000802143],"genre_scores_gemma":[0.9987326,0.0003405086,0.00005187451,0.0001182586,0.00004691651,0.00001136334,0.0005819421,0.000002683225,0.0001138189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005546247,"threshold_uncertainty_score":0.0135932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473046128610205,"score_gpt":0.3039883562668985,"score_spread":0.2792578949807965,"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."}}