{"id":"W4200223549","doi":"10.1016/j.ssmph.2021.101006","title":"Excess mortality in Russia and its regions compared to high income countries: An analysis of monthly series of 2020","year":2021,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health of the Russian Federation; Ministry of Education and Science of the Russian Federation","keywords":"Excess mortality; Demography; Context (archaeology); Geography; Mortality rate; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Medicine; Disease","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":[0.0010867,0.0002016449,0.0003415664,0.001943549,0.0001711116,0.000531801,0.0002124012,0.0002057716,0.001396569],"category_scores_gemma":[0.002160626,0.00008905443,0.0007333765,0.002028267,0.0001589061,0.0004300597,0.0006941762,0.0003175015,0.0003637057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635728,"about_ca_system_score_gemma":0.0001722076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003993272,"about_ca_topic_score_gemma":0.002592492,"domain_scores_codex":[0.9996153,0.0001108765,0.00006066535,0.00007615615,0.00006518766,0.00007184031],"domain_scores_gemma":[0.9983494,0.000305077,0.0009257225,0.00009844444,0.000151911,0.000169556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007300451,0.000008191043,0.9977137,0.00001703847,0.0001100749,0.00003254702,0.00006592188,0.000262209,0.00009209284,0.00004292209,0.0002454257,0.001336973],"study_design_scores_gemma":[8.93738e-7,0.00003173934,0.9989836,0.000005508968,0.00001763689,0.00006149383,0.0001203037,0.0004975609,0.00003114095,0.0000199948,0.0002278441,0.000002423665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954643,0.0003242754,0.0001734541,0.00004415378,0.00001226829,0.000005125752,0.003406913,0.00001372905,0.0005558836],"genre_scores_gemma":[0.9960007,0.0001358559,0.00009696214,0.000009874596,0.00001846528,0.000009082029,0.003612277,0.000005338846,0.0001113679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003993272,"threshold_uncertainty_score":0.007940054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07779575665489663,"score_gpt":0.4320239445786107,"score_spread":0.354228187923714,"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."}}