{"id":"W3095280648","doi":"10.15537/smj.2020.11.25495","title":"Clinical characteristics and in-hospital mortality of COVID-19 adult patients in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre","funders":"","keywords":"Medicine; Comorbidity; Diabetes mellitus; Case fatality rate; Internal medicine; Septic shock; Pneumonia; Intensive care unit; Kidney disease; ARDS; Pediatrics; Epidemiology; Sepsis; Lung","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":[0.0002677318,0.0002462566,0.0002656532,0.0005819396,0.0003342212,0.0005063863,0.0002218631,0.0002661915,0.001418662],"category_scores_gemma":[0.0008193351,0.0001348019,0.0002016299,0.000587634,0.0001600559,0.0003727368,0.0003769197,0.0002435891,0.0001677396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003908339,"about_ca_system_score_gemma":0.0003103867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977683,"about_ca_topic_score_gemma":0.00603028,"domain_scores_codex":[0.9997644,0.00003897958,0.00004939092,0.00004799557,0.00003853714,0.00006083025],"domain_scores_gemma":[0.9994071,0.0000507461,0.000312535,0.00002178936,0.00008375281,0.000124176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003208903,0.00001318139,0.9991431,0.000007451797,0.000008764216,0.00007102059,0.00005145026,0.000008799038,0.0000721055,0.000004588572,0.0000572995,0.0005301583],"study_design_scores_gemma":[0.000003756817,0.0000696288,0.9986375,0.00001218316,0.000007362313,0.0005131608,0.0004833488,0.00006853906,0.00003510645,0.000006243174,0.0001607198,0.00000244973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993863,0.00015571,0.0000118788,0.00002575531,0.000002407803,0.000003830819,0.0002896382,8.597788e-7,0.0001235634],"genre_scores_gemma":[0.9991419,0.0001277049,0.00002469429,0.00002324649,0.000006477511,0.000004056063,0.0006063611,3.705122e-7,0.00006519066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005977683,"threshold_uncertainty_score":0.01188582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06186199640982137,"score_gpt":0.4477523673718317,"score_spread":0.3858903709620103,"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."}}