{"id":"W4378902323","doi":"10.14745/ccdr.v49i05a05","title":"Relative pandemic severity in Canada and four peer nations during the SARS-CoV-2 pandemic","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Toronto","funders":"","keywords":"Pandemic; Demography; Medicine; Case fatality rate; Population; Economic impact analysis; Health care; Economic cost; Coronavirus disease 2019 (COVID-19); Environmental health; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005975513,0.0001611153,0.0003123829,0.0001084542,0.0004163564,0.00001652756,0.0001787596,0.00004940969,0.00001782702],"category_scores_gemma":[0.00247409,0.0001334024,0.00004220722,0.0006285622,0.00006603355,0.00009278714,0.0001616294,0.0005963863,0.000001020775],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970374,"about_ca_system_score_gemma":0.03358323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993533,"about_ca_topic_score_gemma":0.9999707,"domain_scores_codex":[0.9980966,0.0001422502,0.0004436549,0.000244694,0.0006378008,0.0004349684],"domain_scores_gemma":[0.997629,0.0006379854,0.0001393228,0.001001549,0.000204739,0.0003874246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005758621,0.000008820423,0.9870062,0.0001683785,0.00005109827,0.004928937,0.0001176187,0.00004781333,0.00004983894,0.00001340776,0.007299144,0.000251189],"study_design_scores_gemma":[0.0005184484,0.000005882578,0.9720221,0.0001667668,0.00005809136,0.0004815149,0.0004252185,0.0007561635,0.00001127496,0.0001265988,0.02528833,0.0001396798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835135,0.0007015569,0.000001131889,0.01434311,0.0001158197,0.0004460439,0.00009330843,0.00005628257,0.0007291975],"genre_scores_gemma":[0.9952008,0.0006214831,0.000007445369,0.002492464,0.00003075114,0.00003578073,0.0001141232,0.0000193361,0.001477823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03061286,"threshold_uncertainty_score":0.9718955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0890814358263886,"score_gpt":0.3586117223288075,"score_spread":0.2695302865024189,"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."}}