{"id":"W3216411453","doi":"","title":"Excess years of life lost to COVID-19 and other causes of death by sex, neighbourhood deprivation and region in England & Wales during 2020: a registry-based study","year":2021,"lang":"en","type":"article","venue":"","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Neighbourhood (mathematics); Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Demography; Geography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); History; Medicine; Virology; Sociology; Outbreak; Disease; Infectious disease (medical specialty)","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":[0.001215608,0.0004221856,0.001203414,0.001908295,0.0007244094,0.001567763,0.001066081,0.0008756588,0.001593757],"category_scores_gemma":[0.003236471,0.000879171,0.002125875,0.003797977,0.0003868319,0.001824546,0.002123591,0.001157686,0.000613253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360732,"about_ca_system_score_gemma":0.001613844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06646898,"about_ca_topic_score_gemma":0.1039021,"domain_scores_codex":[0.9985225,0.0002712154,0.0003331034,0.000351764,0.0002071414,0.0003143915],"domain_scores_gemma":[0.9974958,0.0002218196,0.001089229,0.0002677052,0.0004603417,0.0004651493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000176951,0.0000308304,0.9979102,0.00008415667,0.0002212124,0.0001068628,0.000217879,0.00003753865,0.00006970436,0.00003213939,0.0005311001,0.0005812293],"study_design_scores_gemma":[0.000008890815,0.0000546941,0.9987091,0.00003788654,0.0000797053,0.0001669129,0.0005164837,0.00007910818,0.00001248544,0.00001615951,0.0003072695,0.00001136786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850123,0.001012523,0.0001147371,0.0000877851,0.00002457549,0.00004618094,0.01281568,0.000009418069,0.000876803],"genre_scores_gemma":[0.989935,0.0006680987,0.0001438437,0.0001097865,0.00002299246,0.0001251906,0.008346596,0.000007673073,0.0006408293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06646898,"threshold_uncertainty_score":0.1321642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169474384709378,"score_gpt":0.3410787150527089,"score_spread":0.2993839712056152,"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."}}