{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001662105,0.0001072082,0.0002337331,0.00001871495,0.0001368197,0.00001836024,0.0000550635,0.00004049618,0.0002363213],"category_scores_gemma":[0.04719463,0.00007902675,0.0000468213,0.0001448543,0.0002883696,0.00007186216,0.0002562189,0.0001872853,0.00001142611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158344,"about_ca_system_score_gemma":0.0008012297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001650471,"about_ca_topic_score_gemma":0.00014925,"domain_scores_codex":[0.9988214,0.00006680971,0.0001328932,0.0003466987,0.0004062233,0.0002260229],"domain_scores_gemma":[0.9969229,0.001108817,0.00003490647,0.0003744449,0.0002388689,0.001320116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002613905,0.0004366322,0.9954497,0.0003982042,0.00007115895,0.000299173,0.0001012844,0.000002149848,0.000003386614,0.00005144117,0.00242498,0.000500501],"study_design_scores_gemma":[0.001776088,0.0001315835,0.9816158,0.00005018079,0.00009164394,3.516463e-7,0.00002885414,0.00006060629,0.000007936659,0.0004758012,0.01566828,0.00009287072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991558,0.0004073815,0.0003107323,0.006958595,0.00004686314,0.0003277964,0.00005287164,0.00005321088,0.0002845101],"genre_scores_gemma":[0.9937617,0.0002722464,0.0001542426,0.00486542,0.00005804011,0.0000178689,0.00003753612,0.00001006162,0.0008228512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04702842,"threshold_uncertainty_score":0.9608312,"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."}}