{"id":"W3127657317","doi":"10.7759/cureus.13165","title":"Obesity and Disease Severity Among Patients With COVID-19","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medicine; Obesity; Overweight; Intensive care unit; Internal medicine; Diabetes mellitus; Population; Retrospective cohort study; Logistic regression; Observational study; Coronavirus disease 2019 (COVID-19); Disease; Pediatrics; Infectious disease (medical specialty); Environmental health","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":[0.0003839237,0.0001958317,0.0003085057,0.0006423631,0.0003876919,0.0004582978,0.0001813486,0.0002673763,0.001495854],"category_scores_gemma":[0.00141476,0.0001636881,0.0002813002,0.0008754343,0.0002227806,0.000372245,0.0004367884,0.0006147666,0.0001252145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879445,"about_ca_system_score_gemma":0.0002604692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722123,"about_ca_topic_score_gemma":0.002293381,"domain_scores_codex":[0.9997061,0.00005402429,0.00004588543,0.00006296641,0.00005980617,0.00007118242],"domain_scores_gemma":[0.9990114,0.0001215703,0.00053631,0.00003546096,0.00006102757,0.0002343512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003987451,0.00001024092,0.999587,0.000003725522,0.000008698854,0.00003343652,0.00001308003,0.000007648511,0.00005688352,0.000005675204,0.00001933604,0.0002143773],"study_design_scores_gemma":[0.000003078951,0.00006377409,0.9994112,0.000004513305,0.000008055111,0.0002684037,0.00009220019,0.00006031955,0.00001369836,0.00001463522,0.00005834018,0.000001720129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992551,0.0002586971,0.00003068934,0.00004340729,0.000006042778,0.000006334425,0.0001659635,8.723131e-7,0.0002328181],"genre_scores_gemma":[0.9996303,0.00009176263,0.00003686532,0.00001944265,0.00001162081,0.000004659526,0.0001644489,4.527857e-7,0.00004034813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001722123,"threshold_uncertainty_score":0.005004168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484997536555923,"score_gpt":0.3815919799646181,"score_spread":0.3467420045990589,"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."}}