{"id":"W6977159158","doi":"10.60692/v1zav-1a941","title":"Prognostic value of albumin-to-globulin ratio in COVID-19 patients: A systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidence interval; Observational study; Funnel plot; Mean difference; Cohort study; Relative risk; Cohort; Meta-analysis; Risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004143178,0.0002041118,0.002327683,0.0009917151,0.0001235421,0.0000349576,0.0001793855,0.00004355581,0.0001176092],"category_scores_gemma":[0.01591107,0.0001416075,0.0004496215,0.001951365,0.00004548946,0.0002003641,0.000328806,0.0001827516,0.00005586176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764669,"about_ca_system_score_gemma":0.0001937073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005302704,"about_ca_topic_score_gemma":9.91974e-7,"domain_scores_codex":[0.9956679,0.0005596489,0.002143389,0.0002435338,0.001126516,0.0002590293],"domain_scores_gemma":[0.9973853,0.0006334933,0.0006967672,0.000562961,0.0004147745,0.0003066816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001835626,0.00003838939,0.181145,0.7601317,0.02700076,0.0000146938,0.02932659,0.001900183,1.217221e-7,0.0001123085,0.0001411473,0.000005546166],"study_design_scores_gemma":[0.007434991,0.001882057,0.1306302,0.009772579,0.8165698,0.00002516815,0.02090069,0.01150614,0.00001616498,0.000005516809,0.0003075472,0.0009491972],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5941098,0.009636218,0.2025417,0.03856672,0.0005830689,0.1448495,0.006542503,0.001169226,0.002001314],"genre_scores_gemma":[0.9906436,0.000005783189,0.0001292447,0.007321612,0.000004768592,0.001722147,0.00004874065,0.000007835967,0.0001162781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.789569,"threshold_uncertainty_score":0.9923784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10149860942029,"score_gpt":0.3646573564905124,"score_spread":0.2631587470702224,"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."}}