{"id":"W3122202012","doi":"10.21203/rs.3.rs-111196/v1","title":"Frailty as a Predictor for Mortality Among Patients With COVID-19: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking Union Medical College","keywords":"Medicine; Meta-analysis; Subgroup analysis; Cochrane Library; Coronavirus disease 2019 (COVID-19); Internal medicine; Frailty Index; MEDLINE; Publication bias; Population; Pooled analysis; Confidence interval; Environmental health; Disease","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","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003353926,0.0008130767,0.01381506,0.0007366102,0.0002465154,0.0001309503,0.0005703123,0.0003980968,0.0008735752],"category_scores_gemma":[0.02141936,0.0004580689,0.003266037,0.0031578,0.0003967614,0.000136666,0.0003120518,0.001216841,0.0000741957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006470923,"about_ca_system_score_gemma":0.001967647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002846215,"about_ca_topic_score_gemma":0.0001576697,"domain_scores_codex":[0.9908744,0.002190137,0.001685149,0.001460472,0.002976498,0.0008134152],"domain_scores_gemma":[0.991062,0.002809517,0.0007557526,0.002059376,0.00142619,0.00188715],"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":[0.00001986616,0.0001284254,0.0002895698,0.823217,0.1731317,0.00007594898,0.00008090251,1.164951e-7,9.171531e-10,0.00002432209,0.002713547,0.0003186379],"study_design_scores_gemma":[0.0006261448,0.0007518116,0.0001111439,0.1116986,0.7408168,0.00001551323,0.00002919702,0.000009951113,1.741608e-8,0.00001995158,0.1455959,0.0003250058],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003541435,0.9561035,0.0001554007,0.001012933,0.00001108093,0.03913968,0.003326313,0.0001060771,0.0001414618],"genre_scores_gemma":[0.00006029544,0.97993,0.0001757484,0.0007246357,0.00005850469,0.01460809,0.002427048,0.0001335833,0.001882116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7115184,"threshold_uncertainty_score":0.9997871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2767626199548875,"score_gpt":0.5003066027205961,"score_spread":0.2235439827657086,"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."}}