{"id":"W3041113565","doi":"10.1101/2020.07.07.20143024","title":"Digestive Manifestations in Patients Hospitalized with COVID-19","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McMaster University; Hamilton Health Sciences; University of Calgary","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Vomiting; Internal medicine; Nausea; Diarrhea; Abdominal pain; Confounding; Medical record","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":[0.0004358989,0.0002191917,0.0004777428,0.0007292756,0.0004266172,0.0006946517,0.0002476174,0.0002835942,0.001738523],"category_scores_gemma":[0.002567085,0.0001565489,0.0002706489,0.001147379,0.0003472452,0.0003799675,0.0005696163,0.0004189504,0.0001176838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430867,"about_ca_system_score_gemma":0.000370704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739932,"about_ca_topic_score_gemma":0.002447593,"domain_scores_codex":[0.999423,0.0001266222,0.0001044398,0.0001097035,0.0001142314,0.0001218858],"domain_scores_gemma":[0.9972895,0.0005206346,0.001528381,0.00008162882,0.0001853859,0.0003945206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002665484,0.000007634103,0.9992675,0.000008726498,0.00001016119,0.0001240068,0.00001342299,0.00001115048,0.00005996779,0.000004818582,0.00003851935,0.0004275085],"study_design_scores_gemma":[0.000004660176,0.00005818776,0.9985871,0.00001668461,0.000009648404,0.0009182974,0.0001483713,0.0001044562,0.00004451444,0.00001345517,0.0000928939,0.000001851776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987477,0.0003852246,0.0000558418,0.00005621454,0.000005726336,0.00001127907,0.0003449073,0.000004219261,0.0003887975],"genre_scores_gemma":[0.9993925,0.00009839675,0.000058839,0.00003420817,0.00001315154,0.000004155165,0.0003754586,6.683157e-7,0.00002260638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002739932,"threshold_uncertainty_score":0.005815923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06733025049347476,"score_gpt":0.4191487436562352,"score_spread":0.3518184931627604,"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."}}