{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009197465,0.0005923494,0.0003195888,0.001176906,0.001511169,0.0013109,0.0006293095,0.0003830032,0.001260151],"category_scores_gemma":[0.002991624,0.0001545811,0.0005763802,0.001541158,0.0007066412,0.0004808687,0.0009651133,0.0005977087,0.00008033369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02695119,"about_ca_system_score_gemma":0.02466197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905012,"about_ca_topic_score_gemma":0.9914569,"domain_scores_codex":[0.9993646,0.00008453571,0.00002332111,0.00005718357,0.0002249147,0.0002454745],"domain_scores_gemma":[0.9984472,0.0001341259,0.0002102594,0.00003640225,0.0008601051,0.000311878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002676487,0.00003157281,0.9696165,0.0001338636,0.000344856,0.0003360928,0.001107362,0.007868211,0.0003600566,0.001822792,0.00376198,0.01434912],"study_design_scores_gemma":[0.00002561342,0.00007992802,0.9819079,0.0001011358,0.0002059935,0.0001666437,0.004651058,0.006789992,0.0002629356,0.0003309833,0.005427424,0.00005046529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871094,0.001125399,0.0003596746,0.0007016294,0.00003472155,0.00006732348,0.003113544,0.0000226401,0.007465602],"genre_scores_gemma":[0.9973672,0.000475794,0.0003207398,0.00008113843,0.00000616784,0.00001151047,0.001201961,0.00000411409,0.0005313624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02695119,"threshold_uncertainty_score":0.1955455,"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."}}