{"id":"W3090871555","doi":"10.1016/j.cgh.2020.09.041","title":"Digestive Manifestations in Patients Hospitalized With Coronavirus Disease 2019","year":2020,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McMaster University; Hamilton Health Sciences; University of Calgary","funders":"National Institute of General Medical Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Medicine; Internal medicine; Odds ratio; Abdominal pain; Vomiting; Diarrhea; Nausea; Medical record; Disease; Confounding; Severity of illness; Gastroenterology","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":[0.0003294447,0.0002472482,0.0004415203,0.0007802882,0.0006177282,0.0007884199,0.0001393172,0.000483604,0.00295081],"category_scores_gemma":[0.001740186,0.0002126648,0.0003828787,0.0008293458,0.0002460742,0.0005922093,0.0005254438,0.0004759432,0.000294246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320196,"about_ca_system_score_gemma":0.0003784804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441459,"about_ca_topic_score_gemma":0.002683385,"domain_scores_codex":[0.9995726,0.000112943,0.00006732908,0.00005712069,0.0000534758,0.000136487],"domain_scores_gemma":[0.9991502,0.0001938267,0.0002836123,0.0000329126,0.0000768686,0.0002626855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003365316,0.00009862138,0.9974691,0.00001661155,0.00002304135,0.0006281877,0.00008442583,0.000007617443,0.000193818,0.00001356133,0.00009466858,0.001033854],"study_design_scores_gemma":[0.00002518017,0.0003368941,0.9974808,0.00001362894,0.00002314478,0.001237392,0.0005549206,0.00003090528,0.00005536007,0.00001755958,0.0002200137,0.000004242724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975923,0.0004338102,0.00001685168,0.00005848801,0.00001348441,0.00001321837,0.0002673027,0.000001906457,0.001602698],"genre_scores_gemma":[0.9988788,0.0002701384,0.00003686807,0.00008191413,0.00003470282,0.000008600166,0.0004502563,9.723609e-7,0.0002378402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00295081,"threshold_uncertainty_score":0.009871483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06145600251801288,"score_gpt":0.4187317124962765,"score_spread":0.3572757099782636,"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."}}