{"id":"W4393043822","doi":"10.1186/s12879-024-09225-z","title":"How does the SARS-CoV-2 reinfection rate change over time? The global evidence from systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMC Infectious Diseases","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Sichuan Province Science and Technology Support Program; National Natural Science Foundation of China","keywords":"Meta-analysis; Medicine; Meta-regression; Medical microbiology; Cohort study; Internal medicine; Subgroup analysis; Population; Demography; Publication bias; Immunology; Environmental health","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":[0.03794309,0.003523085,0.02918238,0.01194117,0.0006684904,0.006737805,0.003028863,0.003994219,0.003505282],"category_scores_gemma":[0.09455234,0.002298698,0.05131669,0.01133776,0.0013656,0.0038484,0.002221633,0.002762878,0.0003610121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386598,"about_ca_system_score_gemma":0.006006313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007419504,"about_ca_topic_score_gemma":0.01156383,"domain_scores_codex":[0.968597,0.01445279,0.009917272,0.003034179,0.003274636,0.0007241888],"domain_scores_gemma":[0.9351574,0.04815392,0.01053088,0.001817784,0.003883943,0.0004560173],"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":[0.0009064017,0.00001685343,0.004422104,0.4430106,0.5346386,0.00009844842,0.0001074295,0.0004810402,0.0001253492,0.0001690911,0.0007891185,0.01523495],"study_design_scores_gemma":[0.0003744108,0.0001349083,0.003703398,0.06767742,0.9245951,0.0001338649,0.00006944835,0.0002054684,0.0001159728,0.0003784673,0.002579017,0.0000324943],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001243559,0.9971523,0.0004006219,0.000367452,0.0001683572,0.0001597818,0.0003572276,0.00001472332,0.000135958],"genre_scores_gemma":[0.08268169,0.911449,0.001988841,0.001485142,0.000399206,0.001000562,0.0007556342,0.0000394087,0.0002006198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03794309,"threshold_uncertainty_score":0.2006646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659450093099236,"score_gpt":0.4213201543794967,"score_spread":0.255375145069573,"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."}}