{"id":"W3128069892","doi":"10.1126/scitranslmed.abd1525","title":"Development and deployment of COVID-19 vaccines for those most vulnerable","year":2021,"lang":"en","type":"review","venue":"Science Translational Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Wellcome Trust","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Software deployment; Medicine; Intensive care medicine; Outbreak; Computer science; Infectious disease (medical specialty); Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002919056,0.000324251,0.001467323,0.000705612,0.0003401031,0.00001964596,0.0003070759,0.0001172274,0.00005388257],"category_scores_gemma":[0.001618153,0.0002187082,0.000134359,0.001626755,0.0007215226,0.0001048131,0.00005080258,0.0003017805,0.000003189576],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079212,"about_ca_system_score_gemma":0.01177381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004790962,"about_ca_topic_score_gemma":0.00003386046,"domain_scores_codex":[0.9964721,0.00007124749,0.0008742251,0.0007159246,0.001441792,0.0004246687],"domain_scores_gemma":[0.9977245,0.001033377,0.0002007295,0.0003234604,0.000485449,0.0002324668],"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":[0.00006399662,0.0001248459,0.0001921212,0.02341513,0.0001334127,0.00002843352,0.001017151,6.911387e-7,0.0006282944,0.002310602,0.0004662496,0.9716191],"study_design_scores_gemma":[0.001556782,0.0001609703,0.00002966872,0.007854513,0.0003629435,0.0001193287,0.000154006,0.0000595421,0.0005555729,0.0001589905,0.988795,0.0001926947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001785203,0.9933498,0.002429056,0.001564072,0.0001977237,0.001646348,0.00002899053,0.00002851597,0.0005769944],"genre_scores_gemma":[0.0001755503,0.9690065,0.01511792,0.01397354,0.0005772647,0.0007052558,0.0001739219,0.00007151638,0.0001984729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9883288,"threshold_uncertainty_score":0.9938285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944976401508305,"score_gpt":0.4720889654600487,"score_spread":0.2775913253092183,"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."}}