{"id":"W3036796082","doi":"10.15585/mmwr.mm6925e1","title":"Characteristics Associated with Hospitalization Among Patients with COVID-19 — Metropolitan Atlanta, Georgia, March–April 2020","year":2020,"lang":"en","type":"article","venue":"MMWR Morbidity and Mortality Weekly Report","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":389,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Diabetes mellitus; Odds ratio; Obesity; Odds; Medical record; Disease; Pediatrics; Emergency medicine; Demography; Internal medicine; Logistic regression","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009155855,0.0003808095,0.0009447738,0.00006998816,0.0003181302,0.00007449227,0.000146713,0.0001853677,0.0001339639],"category_scores_gemma":[0.02848081,0.0002867951,0.0001236065,0.0005487038,0.0008250268,0.0002097216,0.0002462529,0.0005360451,0.000006525534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000665581,"about_ca_system_score_gemma":0.001015216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004410309,"about_ca_topic_score_gemma":0.0007207195,"domain_scores_codex":[0.9960363,0.0001797649,0.0008338712,0.0009371299,0.001441612,0.0005713154],"domain_scores_gemma":[0.9960312,0.0007305368,0.0006058814,0.0005859278,0.000644315,0.00140216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004942546,0.0004635556,0.9929209,0.0005866337,0.000748072,0.002461661,0.0002674212,0.000005405253,0.00001533504,0.00004873689,0.001915826,0.00007217373],"study_design_scores_gemma":[0.002336826,0.00161634,0.9903037,0.0001079737,0.0006674397,0.000009689524,0.0001253134,0.0002780501,0.0000194383,0.00005135858,0.004133224,0.0003506633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881192,0.00002319516,0.001640559,0.007920742,0.00006834002,0.001189047,0.0002691248,0.0001978045,0.0005719225],"genre_scores_gemma":[0.9940164,0.0001549854,0.00007846301,0.003144632,0.0002157158,0.00005789814,0.001626128,0.0000480191,0.0006577671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02756523,"threshold_uncertainty_score":0.9999584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04735325578697284,"score_gpt":0.3528182066326341,"score_spread":0.3054649508456613,"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."}}