{"id":"W4283586940","doi":"10.1503/cmaj.220316","title":"Canada’s response to the initial 2 years of the COVID-19 pandemic: a comparison with peer countries","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Institute for Work & Health; Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Duration (music); Betacoronavirus; Coronavirus Infections; Medicine; Key (lock); Virology; Computer science; Outbreak; Pathology; Computer security; Infectious disease (medical specialty)","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":[0.001002733,0.0003089878,0.0003362701,0.001561778,0.005443662,0.003746579,0.001427321,0.001204462,0.00748154],"category_scores_gemma":[0.004653495,0.0001889867,0.0006102467,0.003887365,0.001441214,0.00107557,0.001963651,0.002098607,0.0006339548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0543229,"about_ca_system_score_gemma":0.09365296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926421,"about_ca_topic_score_gemma":0.9956958,"domain_scores_codex":[0.9977447,0.000127921,0.00006830891,0.0001221897,0.0008258406,0.001111201],"domain_scores_gemma":[0.9940861,0.0002119259,0.000660933,0.00005621703,0.00262889,0.002355867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142141,0.0003769214,0.6788496,0.001229932,0.0003822917,0.002425749,0.02861228,0.001754868,0.0007616095,0.008934045,0.1593324,0.1161982],"study_design_scores_gemma":[0.0000553458,0.0001858289,0.8629288,0.0005944142,0.0001192208,0.0003765988,0.06028381,0.0004770981,0.00018482,0.0003504143,0.07435614,0.0000874719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999531,0.01069316,0.0004200854,0.05135304,0.001168517,0.0002884032,0.01183239,0.0001116042,0.1241797],"genre_scores_gemma":[0.9827572,0.00389972,0.0002017789,0.003928433,0.0001001687,0.00003655753,0.002395083,0.00004369908,0.006637369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0543229,"threshold_uncertainty_score":0.394142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0550678833803469,"score_gpt":0.3882754693559566,"score_spread":0.3332075859756097,"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."}}