{"id":"W4404948870","doi":"10.1101/2024.12.02.24317727","title":"Risk of Severe Outcomes From COVID-19 in Comorbid Populations in the Omicron Era: A Meta-analysis","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Meta-analysis; Comorbidity; Hazard ratio; Diabetes mellitus; Odds ratio; MEDLINE; Confidence interval; Internal medicine; Observational study; Systematic review; COPD; Relative risk; Intensive care medicine","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":[0.02146485,0.003416313,0.01839311,0.006452634,0.0006124988,0.004930301,0.00229396,0.002213353,0.003578139],"category_scores_gemma":[0.04306658,0.001618846,0.06787954,0.006543315,0.0005848904,0.001887076,0.001961669,0.002559785,0.0003335712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228297,"about_ca_system_score_gemma":0.002189144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006228059,"about_ca_topic_score_gemma":0.009571466,"domain_scores_codex":[0.9854114,0.008305509,0.003174814,0.001368469,0.00125148,0.0004882871],"domain_scores_gemma":[0.972459,0.02118604,0.003249361,0.00116488,0.001626469,0.00031424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001848485,0.00001383908,0.004946154,0.08618827,0.9016146,0.0000897642,0.00003708817,0.0006804694,0.0001199369,0.0001013141,0.0003897927,0.003970285],"study_design_scores_gemma":[0.0003848868,0.0001173632,0.003412184,0.007450847,0.9870921,0.00005902802,0.00002538226,0.0002913213,0.00007423505,0.0002222699,0.0008509203,0.00001939174],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009154962,0.9866427,0.001655568,0.0003659702,0.0003073076,0.0003694186,0.0009876606,0.00005353739,0.0004627775],"genre_scores_gemma":[0.4186297,0.5670608,0.006476607,0.001532839,0.0008576119,0.00252057,0.001906179,0.0001096084,0.0009061331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02146485,"threshold_uncertainty_score":0.1135183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2961669140444016,"score_gpt":0.4998125611023067,"score_spread":0.2036456470579051,"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."}}