{"id":"W4401613571","doi":"10.7759/cureus.66931","title":"Increased Mortality in a Nationwide Study of Gastrointestinal Hospitalizations in the United States During the 2020 Coronavirus Pandemic","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Medicine; Pandemic; Acute pancreatitis; Internal medicine; Gastrointestinal bleeding; Population; Coronavirus disease 2019 (COVID-19); Inflammatory bowel disease; Emergency medicine; 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":[0.001286457,0.0002854874,0.0003556439,0.000841216,0.0005533827,0.0007492747,0.0004083488,0.0005637328,0.0007330148],"category_scores_gemma":[0.0028627,0.0003303231,0.000620747,0.001199561,0.0002844588,0.0007238066,0.0009185493,0.0008306389,0.0001564809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006743933,"about_ca_system_score_gemma":0.0008208175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02791494,"about_ca_topic_score_gemma":0.03495673,"domain_scores_codex":[0.9991601,0.000275311,0.00009557555,0.0001652106,0.0001622148,0.0001416762],"domain_scores_gemma":[0.9983942,0.000164716,0.0008047267,0.0001090393,0.0002377296,0.000289722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002311164,0.00002161488,0.99938,0.000003933434,0.00002502331,0.00001823298,0.00005265397,0.00001798888,0.00003351844,0.000007406004,0.0001427223,0.0002737999],"study_design_scores_gemma":[0.000001224727,0.00002102036,0.9995562,0.00000461183,0.0000065361,0.00004990757,0.0001742824,0.0000918559,0.000008880316,0.000006394764,0.00007723874,0.000001761634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997628,0.0001587385,0.00005715754,0.0001622547,0.00001696423,0.00001437602,0.001474241,0.000003771106,0.0004843593],"genre_scores_gemma":[0.9969965,0.0001092536,0.00007313866,0.0001503366,0.00001948727,0.00002452164,0.002537552,0.00000218725,0.00008703457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02791494,"threshold_uncertainty_score":0.05550492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08032766846878148,"score_gpt":0.4133917950144144,"score_spread":0.3330641265456329,"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."}}