{"id":"W4402207532","doi":"10.30476/beat.2024.102205.1504","title":"Comparative Clinical Assessment and Risk Stratification of COVID-19 and Influenza Infections in Adults and Children: A Comprehensive Systematic Review and Meta-Analysis.","year":2024,"lang":"en","type":"review","venue":"PubMed","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Risk stratification; Meta-analysis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Risk assessment; Stratification (seeds); Environmental health; Intensive care medicine; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01447681,0.002014109,0.01433588,0.006259966,0.0005810166,0.002593343,0.001648396,0.002003278,0.002920271],"category_scores_gemma":[0.04049134,0.001057227,0.02297202,0.006469653,0.0005643602,0.001459126,0.001399622,0.001387046,0.000221631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232241,"about_ca_system_score_gemma":0.005039677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004943028,"about_ca_topic_score_gemma":0.01234443,"domain_scores_codex":[0.9906158,0.003930794,0.003179381,0.0008393018,0.001144108,0.0002906354],"domain_scores_gemma":[0.9748657,0.01866894,0.004091364,0.0005557549,0.001563644,0.0002545664],"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":[0.001911325,0.0000465474,0.006554787,0.6521893,0.314109,0.0001159181,0.0001084772,0.0002345123,0.0002379632,0.0001594526,0.0007263428,0.02360649],"study_design_scores_gemma":[0.0006450349,0.0004462142,0.008803601,0.0829842,0.9032091,0.0001823655,0.0001007564,0.0001515091,0.0001276276,0.0002059808,0.003112348,0.00003124283],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002166599,0.9968541,0.0002380416,0.00009128587,0.00009365613,0.0002343479,0.0002076655,0.000006742244,0.0001075122],"genre_scores_gemma":[0.09019176,0.9046052,0.002173643,0.0004851827,0.0003085203,0.001407093,0.0006387716,0.00001185959,0.0001780241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01447681,"threshold_uncertainty_score":0.07656157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.408125443338407,"score_gpt":0.5514885939407369,"score_spread":0.1433631506023299,"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."}}