{"id":"W4210583958","doi":"10.1098/rsos.211055","title":"When to end a lock down? How fast must vaccination campaigns proceed in order to keep health costs in check?","year":2022,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Rule of thumb; Vaccination; Lock (firearm); Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Population; Order (exchange); Medicine; Mortality rate; Psychological intervention; Demography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Computer science; Environmental health; Geography; Surgery; Virology; Disease; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03271502,0.001439152,0.002174059,0.002022602,0.002266426,0.009649355,0.002742494,0.009728007,0.01262717],"category_scores_gemma":[0.1279912,0.000648457,0.001503197,0.0009885281,0.00293703,0.01350202,0.002793421,0.009310977,0.007935242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002679329,"about_ca_system_score_gemma":0.007556282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004207856,"about_ca_topic_score_gemma":0.003926873,"domain_scores_codex":[0.984694,0.007501547,0.001418137,0.00195777,0.00266341,0.00176507],"domain_scores_gemma":[0.9278469,0.04495845,0.00866449,0.003068542,0.009603786,0.00585785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001999228,0.001311371,0.03844763,0.003918717,0.001013642,0.001027438,0.001452019,0.01131211,0.003356024,0.1158125,0.2478335,0.5725157],"study_design_scores_gemma":[0.001041121,0.00303442,0.04554938,0.009956785,0.001035202,0.002060838,0.008134974,0.02175235,0.008179058,0.3804169,0.5180992,0.0007397875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04794158,0.03349551,0.1505459,0.6736181,0.02224925,0.001829027,0.00215498,0.002103984,0.06606171],"genre_scores_gemma":[0.5553787,0.02281618,0.191636,0.190424,0.007046582,0.003011253,0.001126074,0.0009055868,0.02765556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03271502,"threshold_uncertainty_score":0.1730157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332180492931743,"score_gpt":0.4234436878287711,"score_spread":0.2902256385355967,"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."}}