{"id":"W4401868490","doi":"10.3389/fpubh.2024.1457266","title":"Meta-analysis of hybrid immunity to mitigate the risk of Omicron variant reinfection","year":2024,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fujian Medical University","keywords":"Immunity; Medicine; Biology; Computer science; Computational biology; Immunology; Immune system","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":[0.01700048,0.003199398,0.01553471,0.005646509,0.0007241695,0.00360487,0.002552404,0.003001592,0.0059445],"category_scores_gemma":[0.04183339,0.001110265,0.05544304,0.004790802,0.0005549404,0.0019107,0.001601306,0.002557234,0.0004488688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469539,"about_ca_system_score_gemma":0.002467178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004360796,"about_ca_topic_score_gemma":0.005541434,"domain_scores_codex":[0.9853232,0.008479726,0.002846363,0.001830602,0.0009941288,0.0005259498],"domain_scores_gemma":[0.9763145,0.019203,0.002051198,0.001116468,0.00100739,0.0003072975],"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":[0.002750599,0.00003506133,0.007822045,0.08541754,0.8925546,0.0001354201,0.00005059393,0.000982967,0.0002040161,0.0002445752,0.0006447487,0.009157761],"study_design_scores_gemma":[0.0004254522,0.0001635985,0.003143429,0.003913998,0.9902807,0.00006232204,0.00001945461,0.0004465733,0.0000986702,0.0003979258,0.001032664,0.00001513816],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01283462,0.9787571,0.004074288,0.0006691738,0.0005983178,0.0004448135,0.00178925,0.0001102292,0.0007222168],"genre_scores_gemma":[0.6120074,0.366403,0.009606407,0.002759067,0.001242948,0.002742282,0.003554823,0.0001870058,0.001497126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01700048,"threshold_uncertainty_score":0.08990824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1794980989562578,"score_gpt":0.4245475949628557,"score_spread":0.2450494960065979,"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."}}