{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003446228,0.0003990536,0.0005110925,0.0005119938,0.0003694783,0.001452072,0.001097966,0.001526308,0.003912805],"category_scores_gemma":[0.01488021,0.0002936356,0.0004789426,0.0002537169,0.0006424219,0.001257694,0.0005669065,0.0009416183,0.0003180232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384723,"about_ca_system_score_gemma":0.0007440931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566764,"about_ca_topic_score_gemma":0.002544295,"domain_scores_codex":[0.9986041,0.0008203943,0.00005447447,0.0001979385,0.0001232117,0.0001998605],"domain_scores_gemma":[0.9965792,0.00227995,0.00061999,0.0001353154,0.0002270401,0.0001584487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001318678,0.0006229099,0.121341,0.0004622266,0.0004549965,0.001756229,0.0008087739,0.6046405,0.0395592,0.1259772,0.00335719,0.09970111],"study_design_scores_gemma":[0.0001545642,0.002934302,0.1547327,0.0003018715,0.0003657686,0.001907965,0.00239438,0.6993545,0.009221965,0.1135965,0.01485193,0.0001836236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258048,0.002314598,0.03673184,0.007427536,0.0001000183,0.0001511774,0.0005707161,0.00004813994,0.02685122],"genre_scores_gemma":[0.994082,0.0005826035,0.003311007,0.0004115838,0.00003344856,0.00004514145,0.00008979719,0.000009461269,0.00143499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003912805,"threshold_uncertainty_score":0.01822555,"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."}}