{"id":"W3085746937","doi":"10.1097/md.0000000000022736","title":"Association of digestive symptoms with severity and mortality of COVID-19","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Severity of illness; MEDLINE; Coronavirus Infections; Pandemic; Internal medicine; Intensive care medicine; Virology; Outbreak; Disease; Infectious disease (medical specialty)","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":[0.0008590806,0.00009671388,0.0006195359,0.00004464793,0.00002864132,0.000001012096,0.00005660934,0.00005718978,0.0001158082],"category_scores_gemma":[0.07320665,0.00006124676,0.00003345373,0.0003184966,0.0004915725,0.00002848864,0.00007951199,0.0001999268,0.000001144954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216532,"about_ca_system_score_gemma":0.0002935981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006348763,"about_ca_topic_score_gemma":0.00003198309,"domain_scores_codex":[0.9984549,0.00008256027,0.0003473086,0.000221242,0.0007454374,0.0001485957],"domain_scores_gemma":[0.9956036,0.003322146,0.0002266783,0.0001588258,0.0002916687,0.0003970637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005182496,0.00007070017,0.9923678,0.001495553,0.0003446441,0.00002261992,0.001818328,0.000007181603,0.0008430204,0.00005143279,0.001566924,0.0008935569],"study_design_scores_gemma":[0.003650031,0.002438987,0.9873018,0.0001942021,0.0003588008,6.891305e-7,0.0002724513,0.0003951359,0.0002987387,0.0001098082,0.004921529,0.00005785347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573951,0.0002417037,0.0009661225,0.1403296,0.00002389813,0.0004339533,0.00003053146,0.00003097526,0.0005481636],"genre_scores_gemma":[0.9948237,0.0003031514,0.00006898099,0.004512346,0.0001156543,0.000007549418,0.00001016488,0.000006670792,0.0001517662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1374286,"threshold_uncertainty_score":0.9346001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06539379888713706,"score_gpt":0.432579643381599,"score_spread":0.3671858444944619,"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."}}