{"id":"W4291305239","doi":"10.15537/smj.2022.43.8.20220182","title":"Survival, mortality, and related comorbidities among COVID-19 patients in Saudi Arabia","year":2022,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Medicine; Retrospective cohort study; Mortality rate; Referral; Population; Medical record; Asthma; Comorbidity; Coronavirus disease 2019 (COVID-19); Cohort; Pediatrics; Internal medicine; Emergency medicine; Disease","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":[0.0003157372,0.000194431,0.0002382714,0.000520066,0.0003898602,0.0004695829,0.0001712581,0.0002608225,0.001469519],"category_scores_gemma":[0.0009696328,0.0001276009,0.0002135815,0.0004950195,0.0001706401,0.0003436558,0.000431634,0.0002765273,0.0001384067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669319,"about_ca_system_score_gemma":0.0003434062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007114513,"about_ca_topic_score_gemma":0.007842896,"domain_scores_codex":[0.9997662,0.00004472556,0.00003439489,0.00004094326,0.00003808286,0.00007557606],"domain_scores_gemma":[0.9994205,0.00006053933,0.00029133,0.00002541722,0.00008487763,0.0001173962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005686167,0.00001813466,0.9989743,0.00000874517,0.00001204677,0.00006743917,0.00006317635,0.00001141806,0.00007144012,0.000008033518,0.00005887043,0.0006494367],"study_design_scores_gemma":[0.000006599981,0.0001157818,0.9985155,0.00001886687,0.00001099377,0.0003997178,0.0006002642,0.00009572428,0.00003751045,0.00001076007,0.0001853493,0.000002897694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999482,0.0001465867,0.00001032383,0.00002809393,0.000002378713,0.000003311494,0.0002295256,4.718953e-7,0.00009730828],"genre_scores_gemma":[0.9994248,0.000105055,0.00002023551,0.0000173784,0.000005072956,0.000003939066,0.0003719178,2.395227e-7,0.00005118332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007114513,"threshold_uncertainty_score":0.01414615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08610606288050011,"score_gpt":0.4334085118879941,"score_spread":0.347302449007494,"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."}}