{"id":"W3119688431","doi":"10.1101/2021.01.06.20249091","title":"Epidemiological and Clinical Characteristics, and Virologic Features of COVID-19 Patients in Kazakhstan: a Nation-Wide, Retrospective, Cohort Study","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; University of Winnipeg","funders":"Ministry of Education and Science of the Republic of Kazakhstan","keywords":"Medicine; Retrospective cohort study; Epidemiology; Logistic regression; Odds ratio; Cohort; Internal medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Cohort study; Disease; Odds; Infectious disease (medical specialty)","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":[0.0005976355,0.0004276378,0.0004874548,0.0009472914,0.0008189385,0.0008127186,0.0003722013,0.0004002967,0.001517349],"category_scores_gemma":[0.00114796,0.0004416335,0.0004761683,0.001656245,0.0004690563,0.000718802,0.0006660618,0.0003835032,0.0003615961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005397872,"about_ca_system_score_gemma":0.0005967268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006134718,"about_ca_topic_score_gemma":0.006453194,"domain_scores_codex":[0.9994583,0.0001140966,0.0000805153,0.0001472576,0.00006620255,0.0001335631],"domain_scores_gemma":[0.9993149,0.00007669922,0.0002813622,0.00008286,0.00009165541,0.0001524988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005021616,0.00002265361,0.999431,0.000004946156,0.00001832489,0.00006853715,0.00006385989,0.00001243775,0.00006713394,0.000004970645,0.000049053,0.0002068109],"study_design_scores_gemma":[0.000008272924,0.0001231653,0.9984989,0.000005877217,0.00002361241,0.0005288547,0.0005206608,0.0000915679,0.00002690798,0.00001125035,0.0001566745,0.000004266052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993686,0.00007737485,0.00003691902,0.0000104405,0.000003115888,0.000009860336,0.0003792549,0.000001569812,0.0001128877],"genre_scores_gemma":[0.9993722,0.00004388692,0.00003816607,0.00001896604,0.000006858892,0.0000141157,0.0004532789,8.771941e-7,0.00005171103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006134718,"threshold_uncertainty_score":0.01219803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08793856111954391,"score_gpt":0.4505605514434794,"score_spread":0.3626219903239355,"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."}}