{"id":"W4210969838","doi":"10.7759/cureus.22152","title":"Prevalence of Gastrointestinal Symptoms, Hepatic Dysfunction, and Outcomes in Hospitalized Patients With COVID-19 Infection: An Early Experience","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Diabetes mellitus; Disease; Retrospective cohort study; Diarrhea; Abnormality; Cohort; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000315966,0.0001283853,0.0003055152,0.00009696648,0.0001416035,0.000009412728,0.0001001469,0.00001779647,0.0002782181],"category_scores_gemma":[0.01156202,0.0001007942,0.00003626943,0.0002810663,0.0002905526,0.0001491289,0.0002151552,0.000231355,0.000001066306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002889647,"about_ca_system_score_gemma":0.0002466185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410764,"about_ca_topic_score_gemma":0.00006240209,"domain_scores_codex":[0.9983782,0.0001397046,0.0003170132,0.0003457393,0.0005967214,0.0002225935],"domain_scores_gemma":[0.998279,0.000890292,0.0001191883,0.0003063279,0.0001614378,0.0002437365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005191331,0.0006224579,0.9969878,0.0004101948,0.00002379229,0.00001943553,0.001113312,0.00005666782,0.00001961636,0.00002451145,0.00001677341,0.0001863],"study_design_scores_gemma":[0.003019116,0.006218344,0.990159,0.0000725041,0.00003515331,0.000004042543,0.0001050727,0.0001454191,0.000004337932,0.00005920899,0.00008627779,0.00009146983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99843,0.00005635078,0.0003539499,0.000404654,0.00005506421,0.0006181911,0.00002152444,0.00003996686,0.00002026231],"genre_scores_gemma":[0.9989196,0.00004416063,0.0002130112,0.0003952101,0.00001258421,0.0002239294,0.000006416466,0.0000110464,0.0001740385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124605,"threshold_uncertainty_score":0.996764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547969729907829,"score_gpt":0.36743824863786,"score_spread":0.3419585513387817,"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."}}