{"id":"W3200939657","doi":"10.1186/s12879-021-06652-0","title":"Prognostic factors and outcomes of COVID-19 cases in Ethiopia: multi-center cohort study protocol","year":2021,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Epidemiology; Cohort study; Cohort; Pandemic; Public health; Medical microbiology; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Pathology; Infectious disease (medical specialty); Immunology","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":[0.005822796,0.001888091,0.001866222,0.002079778,0.002300115,0.001360138,0.002061444,0.001485823,0.01099237],"category_scores_gemma":[0.00338324,0.001378138,0.001322917,0.001892079,0.0006685172,0.001495861,0.001520528,0.001234207,0.003142711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216776,"about_ca_system_score_gemma":0.006903741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003477956,"about_ca_topic_score_gemma":0.005200879,"domain_scores_codex":[0.9979779,0.0006029083,0.0004718003,0.0004441075,0.0001840907,0.000319158],"domain_scores_gemma":[0.9977334,0.0001989394,0.0006101374,0.0002965111,0.0007416974,0.0004192765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04180113,0.01498476,0.8418609,0.009681792,0.001403392,0.002667806,0.004055181,0.002865287,0.004328281,0.003496043,0.04243148,0.03042394],"study_design_scores_gemma":[0.01396808,0.02027589,0.876803,0.004592929,0.001429277,0.002541354,0.006716208,0.005929283,0.001955947,0.002329701,0.06309077,0.0003676066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2992589,0.001434207,0.008521183,0.0006270836,0.0002400374,0.6220872,0.06116849,0.0001297204,0.006533259],"genre_scores_gemma":[0.2101413,0.001049602,0.01202838,0.0007245062,0.0001379506,0.7389664,0.03430511,0.00003373729,0.002613055],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01099237,"threshold_uncertainty_score":0.03677315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0845946645593961,"score_gpt":0.4714353277014625,"score_spread":0.3868406631420664,"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."}}