{"id":"W3216959335","doi":"10.3389/fpubh.2021.715904","title":"The SARS-CoV-2 Pandemic in High Income Countries Such as Canada: A Better Way Forward Without Lockdowns","year":2021,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Disaster Response and Management","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Business; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); Public health; Medical emergency; Risk analysis (engineering); Medicine; Environmental health; Computer science; Disease; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003642093,0.0007913773,0.0004334106,0.001203923,0.01775747,0.01103547,0.002364654,0.006884896,0.01908968],"category_scores_gemma":[0.007386599,0.000258459,0.0007315348,0.0008985483,0.01132358,0.004436511,0.005995028,0.007707607,0.002426411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05310395,"about_ca_system_score_gemma":0.3131543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9104319,"about_ca_topic_score_gemma":0.9581355,"domain_scores_codex":[0.9952081,0.0007158947,0.00007136877,0.0002883274,0.001174828,0.002541364],"domain_scores_gemma":[0.9907486,0.0009397333,0.0003166288,0.0001962035,0.002783474,0.005015234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000182557,0.0007318909,0.01668081,0.000882509,0.00004305235,0.002497069,0.0141145,0.002250787,0.002538696,0.3218673,0.4057371,0.2324737],"study_design_scores_gemma":[0.00005209604,0.0001424864,0.01327756,0.001618553,0.00003222708,0.0004610836,0.03958969,0.001196052,0.000911485,0.03919566,0.903401,0.0001222168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01936896,0.009405388,0.00440202,0.8386139,0.005241601,0.0001153896,0.0001872163,0.0001770496,0.1224885],"genre_scores_gemma":[0.5438952,0.02657874,0.02069861,0.2735629,0.002131804,0.000157592,0.0003792587,0.0001839117,0.132412],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08956814,"threshold_uncertainty_score":0.385298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07919549398964291,"score_gpt":0.4177530222399939,"score_spread":0.338557528250351,"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."}}