{"id":"W3154196408","doi":"10.1186/s41118-021-00115-9","title":"Population-level mortality burden from novel coronavirus (COVID-19) in Europe and North America","year":2021,"lang":"en","type":"article","venue":"Genus","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; California Center for Population Research, University of California, Los Angeles; University of California, Los Angeles","keywords":"Demography; Mortality rate; Coronavirus disease 2019 (COVID-19); Cause of death; Pandemic; Population; Public health; Case fatality rate; Geography; Medicine; Disease; Infectious disease (medical specialty)","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":[0.001063663,0.0002281075,0.0002404692,0.001042941,0.0002189171,0.0005703391,0.0002832318,0.000284785,0.0011295],"category_scores_gemma":[0.001698215,0.0001372719,0.0004379335,0.001193285,0.0001910409,0.0006139126,0.000671608,0.0003136242,0.0002462629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005316954,"about_ca_system_score_gemma":0.0004676339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709802,"about_ca_topic_score_gemma":0.02919051,"domain_scores_codex":[0.9993806,0.0001652539,0.00009791462,0.0001808687,0.0001045642,0.00007077793],"domain_scores_gemma":[0.999076,0.0001090105,0.000449068,0.00006068492,0.0001972914,0.0001078587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002975718,0.00001613084,0.9890864,0.00006186179,0.0001112136,0.00008468756,0.0001598445,0.0003729694,0.0002492027,0.0001955375,0.002590596,0.007041747],"study_design_scores_gemma":[0.000002864254,0.0000241217,0.9970385,0.0000427349,0.00002590073,0.0001249371,0.0001771039,0.0002769855,0.00007171911,0.00007305564,0.002137001,0.000005153116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760751,0.004238196,0.0009979082,0.0006228019,0.00007909186,0.00004727991,0.01321625,0.00004780663,0.004675512],"genre_scores_gemma":[0.9841277,0.002245146,0.001307195,0.0003877454,0.000110435,0.00008327629,0.01114088,0.00001019821,0.0005874914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01709802,"threshold_uncertainty_score":0.033997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2666769361437508,"score_gpt":0.4256563663407748,"score_spread":0.158979430197024,"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."}}