{"id":"W3134914607","doi":"10.1007/s13577-021-00512-4","title":"COVID-19 vaccines: rapid development, implications, challenges and future prospects","year":2021,"lang":"en","type":"review","venue":"Human Cell","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":422,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Indian Council of Medical Research","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Vaccination; China; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Political science; Virology; Infectious disease (medical specialty); Disease","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":[0.0009693067,0.0005276476,0.0008381311,0.001562309,0.0002863347,0.001407936,0.0005849297,0.001389908,0.003523931],"category_scores_gemma":[0.001525008,0.0002499443,0.0006030595,0.00162801,0.0004653789,0.001941375,0.0006070504,0.002150398,0.001370981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006982107,"about_ca_system_score_gemma":0.001988572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027619,"about_ca_topic_score_gemma":0.001639582,"domain_scores_codex":[0.9996631,0.00007024658,0.00004824193,0.00005069979,0.00012217,0.0000455059],"domain_scores_gemma":[0.9992942,0.0003340227,0.0000890935,0.00001708857,0.0002042237,0.00006144019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008859301,0.00008336477,0.0002924352,0.02399065,0.00006739242,0.0002041268,0.0001221806,0.0005004579,0.002556847,0.007180909,0.04981879,0.9150942],"study_design_scores_gemma":[0.00001069216,0.0001091814,0.0004228479,0.004301413,0.00007422436,0.0006764985,0.00008801602,0.00008767186,0.000502529,0.002322702,0.9913893,0.00001479327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001505633,0.9970174,0.0001533638,0.001088411,0.0004123616,0.000006018135,0.00002570039,0.000009881358,0.001136304],"genre_scores_gemma":[0.0006629899,0.9979846,0.0001978934,0.0004476971,0.0002272749,0.000006376178,0.00003052177,0.000001492481,0.0004410391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003523931,"threshold_uncertainty_score":0.01178867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501160933874229,"score_gpt":0.4146469403941511,"score_spread":0.2645308470067281,"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."}}