{"id":"W4293727224","doi":"10.3390/vaccines10091396","title":"Effectiveness of COVID-19 Vaccine Booster Shot Compared with Non-Booster: A Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Booster (rocketry); Booster dose; Medicine; Vaccination; Coronavirus disease 2019 (COVID-19); Meta-analysis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Virology; Immunology; Disease; Immunization; Immune system; Infectious disease (medical specialty)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002167872,0.001134875,0.01168203,0.002487725,0.0001851253,0.00006497376,0.000916333,0.0003316194,0.001881697],"category_scores_gemma":[0.0004317098,0.0006910166,0.005007809,0.004875099,0.00005538876,0.0001126608,0.000533397,0.0009099555,0.0000621892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00049028,"about_ca_system_score_gemma":0.001915418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007700152,"about_ca_topic_score_gemma":0.0002123575,"domain_scores_codex":[0.9936527,0.001404871,0.001461407,0.001449242,0.001318455,0.0007133472],"domain_scores_gemma":[0.9931761,0.003228825,0.0008394668,0.002166742,0.0003475331,0.000241313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006138672,0.00142755,0.004644574,0.2719564,0.6841508,0.0014489,0.000374776,0.00002603217,0.0001346962,0.0000292355,0.00202301,0.02764533],"study_design_scores_gemma":[0.00203562,0.0005665513,0.0001130659,0.000573887,0.335155,0.0001872825,0.00003693713,0.00001949506,0.0001596818,0.00000611588,0.6606871,0.0004592846],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007704471,0.9933761,0.0002076193,0.0001218743,0.0001026296,0.004027103,0.0002695391,0.0001144474,0.001010219],"genre_scores_gemma":[0.004236725,0.9735422,0.0002749644,0.01170933,0.0004538202,0.007019776,0.001336993,0.0006231698,0.0008030506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6586641,"threshold_uncertainty_score":0.9995541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1976408445398923,"score_gpt":0.4351660091914114,"score_spread":0.2375251646515191,"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."}}