{"id":"W3092452390","doi":"10.1159/000512152","title":"COVID-19 and Gastrointestinal Disease: Implications for the Gastroenterologist","year":2020,"lang":"en","type":"review","venue":"Digestive Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Institute for Health and Care Research","keywords":"Medicine; Disease; Intensive care medicine; Immunosuppression; Cirrhosis; Decompensation; Drug; Inflammatory bowel disease; Adverse effect; Liver disease; Coronavirus disease 2019 (COVID-19); Gastrointestinal disease; Internal medicine; Gastroenterology; Pharmacology; 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":[0.0009194389,0.0006240399,0.00127886,0.00168315,0.0003112001,0.001190458,0.0005388203,0.001739305,0.005745717],"category_scores_gemma":[0.002085883,0.0002007466,0.00067401,0.002155964,0.0004984323,0.001995096,0.0007308864,0.002091018,0.00140781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008566497,"about_ca_system_score_gemma":0.002102249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001833213,"about_ca_topic_score_gemma":0.003195853,"domain_scores_codex":[0.9996731,0.0001176282,0.00005214364,0.00003901678,0.00009164027,0.00002634424],"domain_scores_gemma":[0.9987099,0.0007339513,0.0001484787,0.00002396071,0.0003083474,0.00007541116],"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":[0.0001336894,0.00006460772,0.0003484254,0.04367474,0.0001626168,0.0003281386,0.0001560668,0.0002451848,0.000820188,0.004506017,0.1023607,0.8471996],"study_design_scores_gemma":[0.00002683577,0.00009610561,0.001209049,0.0239066,0.000193784,0.001419006,0.0002098731,0.00005815474,0.0001249974,0.002800521,0.9699333,0.0000217506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003578903,0.9980072,0.00002100382,0.001273516,0.0003252281,0.000001165059,0.000007346876,0.000002599719,0.0003260725],"genre_scores_gemma":[0.0004617676,0.9977603,0.00008598186,0.0008890802,0.0004502263,0.000003298635,0.00001269277,8.282843e-7,0.0003357472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005745717,"threshold_uncertainty_score":0.01922131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561247301488748,"score_gpt":0.4991107457295184,"score_spread":0.3429860155806437,"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."}}