{"id":"W3177623945","doi":"10.1101/2021.07.07.21260156","title":"COVID-19 deaths and hospitalizations averted by rapid vaccination rollout in the United States","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Commonwealth Fund","keywords":"Vaccination; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Population; Demography; Outbreak; Demographics; Environmental health; Virology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001610873,0.0004223607,0.0005173999,0.000353226,0.0001472809,0.0006814357,0.0004704384,0.0005032303,0.003099467],"category_scores_gemma":[0.004797946,0.0002768198,0.001017223,0.0002629661,0.0002682032,0.0006509266,0.0006278145,0.0006717607,0.0001590599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436493,"about_ca_system_score_gemma":0.001027699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612709,"about_ca_topic_score_gemma":0.01131303,"domain_scores_codex":[0.9992913,0.0003390823,0.00002680465,0.0001552452,0.00006122939,0.0001262766],"domain_scores_gemma":[0.9984018,0.00080947,0.0004756503,0.00007554694,0.0001077131,0.0001298466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001854253,0.0003265398,0.3805395,0.0002039308,0.0009629705,0.0004730931,0.00008573389,0.5838565,0.0007933819,0.004405398,0.0057815,0.02071709],"study_design_scores_gemma":[0.0004553247,0.001793807,0.2088432,0.0002284482,0.0006854862,0.0004598557,0.0003500448,0.7741609,0.0009819166,0.00948244,0.002493616,0.00006504022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990117,0.001021329,0.002698262,0.0009027087,0.00005792422,0.00005316013,0.002096092,0.00006386142,0.002989557],"genre_scores_gemma":[0.9983132,0.0002035859,0.0004141015,0.0001435413,0.000008730918,0.00002439012,0.0005509707,0.000003601415,0.0003380001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612709,"threshold_uncertainty_score":0.0320664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03928321469658283,"score_gpt":0.3513829611933728,"score_spread":0.31209974649679,"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."}}