{"id":"W3112871716","doi":"10.18773/austprescr.2020.084","title":"COVID-19 vaccines - are we there yet?","year":2020,"lang":"en","type":"review","venue":"Australian Prescriber","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanofi Pasteur; Sanofi","keywords":"Vaccination; Herd immunity; Virology; Vaccine efficacy; Medicine; Pandemic; Population; Interim; Immunity; Clinical trial; Immunology; Vaccine trial; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease; Immune system; Environmental health; Internal medicine","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":["insufficient_payload"],"category_scores_codex":[0.0003100718,0.0009250682,0.002793129,0.0003497216,0.0001392038,0.0001483344,0.0008639659,0.0008798835,0.001480961],"category_scores_gemma":[0.0009468198,0.0006878522,0.001143508,0.0009110072,0.0001435312,0.0001387063,0.0003282381,0.001652387,0.002646583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005245058,"about_ca_system_score_gemma":0.002673546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003199115,"about_ca_topic_score_gemma":0.0000652907,"domain_scores_codex":[0.9957747,0.000325587,0.0009181986,0.001200253,0.000845099,0.000936095],"domain_scores_gemma":[0.9971638,0.0003441501,0.0003734293,0.001338481,0.000137441,0.0006426703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001046478,0.0001616854,0.0005186162,0.06376623,0.0009250977,0.003536383,0.0001790915,5.753083e-8,0.00001154495,0.0001239704,0.547157,0.3835157],"study_design_scores_gemma":[0.0008723948,0.0001518264,0.00002195278,0.008857642,0.001506686,0.0004559521,0.0001006216,0.000001091753,0.00004850487,0.0001294198,0.9872251,0.0006288149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001294529,0.9836485,0.000006869429,0.008463571,0.0004189596,0.002310734,0.0002436612,0.0003394543,0.004555313],"genre_scores_gemma":[0.00001827388,0.949438,0.00008508402,0.03687446,0.001167196,0.000398272,0.00008999242,0.0002359734,0.01169274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4400681,"threshold_uncertainty_score":0.9995573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2127788587796234,"score_gpt":0.439991229765144,"score_spread":0.2272123709855207,"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."}}