{"id":"W3135411054","doi":"10.1126/science.abg8663","title":"Epidemiological and evolutionary considerations of SARS-CoV-2 vaccine dosing regimes","year":2021,"lang":"en","type":"article","venue":"Science","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Centers for Disease Control and Prevention; Flu Lab; Society of Antiquaries of London; Canadian Dairy Commission; Open Philanthropy Project; Google; James S. McDonnell Foundation; National Science Foundation","keywords":"Immune system; Immunity; Vaccination; Population; Immunology; Herd immunity; Biology; Virology; Economic shortage; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty); Environmental health; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000766604,0.00006791438,0.0002064875,0.0001119707,0.0001980858,0.00002116842,0.00007349405,0.00004403484,0.00001207358],"category_scores_gemma":[0.004445365,0.00005164324,0.00003689804,0.0005834159,0.0006536153,0.000140025,0.000134661,0.0001320177,0.00001017915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004575193,"about_ca_system_score_gemma":0.0008337033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003485289,"about_ca_topic_score_gemma":0.0000144121,"domain_scores_codex":[0.9988563,0.00006241602,0.0002023423,0.0003244804,0.0003195595,0.000234902],"domain_scores_gemma":[0.9989191,0.0004207474,0.00004196669,0.0002511713,0.0003365803,0.00003046589],"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":[0.00001974456,0.00005008711,0.06506248,0.00002256442,0.000005261905,0.00006104505,0.00007734522,4.635072e-7,0.9283206,0.004451913,0.00126197,0.0006664575],"study_design_scores_gemma":[0.0005017106,0.0001258911,0.1442192,0.0000785166,0.00001432257,0.0004799362,0.0001332136,0.001149521,0.8327385,0.01039659,0.01008425,0.00007828372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891905,0.002317828,0.0002373346,0.00412598,0.00006559789,0.0001068305,0.000002517837,0.00002315137,0.003930328],"genre_scores_gemma":[0.9765962,0.00001739899,0.004406071,0.01890462,0.00004330593,0.000004688152,6.003475e-7,0.000003087512,0.00002399656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09558214,"threshold_uncertainty_score":0.5321838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160306006090775,"score_gpt":0.4118859143790872,"score_spread":0.2958553137700097,"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."}}