{"id":"W4285023676","doi":"10.46234/ccdcw2022.109","title":"An Analysis of Life-Year Lost Due to COVID-19 - 34 Countries, December 2019-March 2021.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life expectancy; Years of potential life lost; Coronavirus disease 2019 (COVID-19); Per capita; Pandemic; Epidemic control; Medicine; Demography; Population; Environmental health; Geography; 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":[0.001854479,0.0004257685,0.0005743672,0.003570918,0.0002765602,0.0009440126,0.0005778279,0.0004771843,0.004892423],"category_scores_gemma":[0.005258133,0.0002550495,0.002770146,0.005215604,0.0001565647,0.0009130568,0.0009183078,0.0009407028,0.001045358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061334,"about_ca_system_score_gemma":0.0007805701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014054,"about_ca_topic_score_gemma":0.01731176,"domain_scores_codex":[0.9990121,0.000212234,0.0002701946,0.0001330052,0.0002016203,0.0001707825],"domain_scores_gemma":[0.997331,0.0004862649,0.001339279,0.00009288242,0.0005386596,0.0002118505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001381086,0.0000525705,0.9520334,0.001828887,0.002475928,0.0002087544,0.0002160033,0.001629134,0.00008898875,0.000523995,0.02251159,0.01704976],"study_design_scores_gemma":[0.00005654367,0.0002061126,0.9842799,0.0005115329,0.0007626752,0.0004320105,0.0007770678,0.001171948,0.00008428864,0.0001332977,0.01155305,0.0000315534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5943534,0.03944078,0.0009003425,0.001657809,0.0004394718,0.0001718094,0.357421,0.0001021601,0.005513137],"genre_scores_gemma":[0.8781534,0.006708685,0.0005401378,0.000345065,0.0001148552,0.0002008844,0.1120627,0.00003231254,0.001841984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014054,"threshold_uncertainty_score":0.04004657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1509650329838164,"score_gpt":0.383950013736056,"score_spread":0.2329849807522396,"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."}}