{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009674707,0.0001346155,0.0003157578,0.00005493239,0.00007176636,0.0000209923,0.0000541724,0.0000695699,0.0002406716],"category_scores_gemma":[0.001354158,0.0001335978,0.00003321603,0.0004281387,0.00004188767,0.00005737629,0.00007590719,0.0002053547,0.00003890653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095079,"about_ca_system_score_gemma":0.0009728888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1045605,"about_ca_topic_score_gemma":0.0263737,"domain_scores_codex":[0.9987791,0.00005515103,0.0002884352,0.000367742,0.000243186,0.0002663472],"domain_scores_gemma":[0.9988296,0.0001491133,0.00007399455,0.0003626065,0.0001055958,0.0004790802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008422304,0.00008643218,0.9560731,0.000117542,0.00003492862,0.0006486602,0.00166071,0.00008210359,0.0008949338,0.00002198063,0.0002846061,0.04001079],"study_design_scores_gemma":[0.00118978,0.00004988744,0.938839,0.00003143822,0.00004143506,0.00003010126,0.0001433692,0.0001899403,0.00001637403,0.00005730227,0.05928929,0.000122115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916348,0.00110322,0.0005463265,0.005760533,0.000145332,0.0002044533,0.0003770301,0.0000466847,0.0001816474],"genre_scores_gemma":[0.9842303,0.0003378423,0.0007912189,0.0135864,0.0002731754,0.000007005684,0.0005099258,0.0000199686,0.0002441785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0781868,"threshold_uncertainty_score":0.9913924,"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."}}