{"id":"W4405751538","doi":"10.29173/hsi431","title":"COVID-19 mRNA Vaccines","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Computational biology; Biology; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005040255,0.00009711183,0.0001127587,0.00006207382,0.0003340511,0.0000516986,0.0003256343,0.00005600071,0.0001171187],"category_scores_gemma":[0.0003828882,0.00009073798,0.00004648019,0.0003696503,0.0002793067,0.000009974821,0.0001974199,0.00006864329,0.00005462725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006103855,"about_ca_system_score_gemma":0.004507819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007207344,"about_ca_topic_score_gemma":0.00009229233,"domain_scores_codex":[0.9986477,0.000029992,0.0002056842,0.0004952881,0.0002122863,0.000409086],"domain_scores_gemma":[0.9987759,0.000007231698,0.00007125112,0.0004350414,0.0001693829,0.0005412017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006687082,0.0001579774,0.02701904,0.0001565796,0.00001685503,0.00005377881,0.001234433,0.0002371368,0.791315,0.0006297534,0.1586097,0.02050291],"study_design_scores_gemma":[0.0009315495,0.0009514365,0.03650707,0.00005381885,0.000007280788,0.0004833729,0.00341779,0.000199277,0.4934936,0.0007012333,0.4626265,0.0006270413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880643,0.002328914,0.001546052,0.006042942,0.001091458,0.00009486052,0.000005670219,0.000020488,0.0008053546],"genre_scores_gemma":[0.9719625,0.0008783413,0.0006283988,0.0252291,0.0004363395,0.00001001919,0.00002975932,0.000007074091,0.0008184551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040168,"threshold_uncertainty_score":0.7996677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07658213588842765,"score_gpt":0.3962362218531448,"score_spread":0.3196540859647171,"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."}}