{"id":"W3124759954","doi":"10.1186/s12992-021-00662-y","title":"Lockdowns and low- and middle-income countries: building a feasible, effective, and ethical COVID-19 response strategy","year":2021,"lang":"en","type":"article","venue":"Globalization and Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Low and middle income countries; 2019-20 coronavirus outbreak; Social policy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Development economics; Business; Scale (ratio); Economic growth; Developing country; Medicine; Environmental health; Political science; Disease; Economics; Virology; Infectious disease (medical specialty); Geography","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":[0.0229866,0.0009817381,0.0005388999,0.001182854,0.009247423,0.01331696,0.002127045,0.008086177,0.01623712],"category_scores_gemma":[0.02152919,0.0005228327,0.001151841,0.000605761,0.0176986,0.01439171,0.02136169,0.01155498,0.002112028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00549286,"about_ca_system_score_gemma":0.03069333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00665222,"about_ca_topic_score_gemma":0.01124397,"domain_scores_codex":[0.9848008,0.009625642,0.0003777028,0.0007155522,0.0008169966,0.003663397],"domain_scores_gemma":[0.9858167,0.00372694,0.001432004,0.0008838163,0.001485802,0.006654859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000142484,0.001119077,0.02459594,0.00155749,0.0001237493,0.002304334,0.06601808,0.001827526,0.003232411,0.582928,0.1643928,0.1517581],"study_design_scores_gemma":[0.0001327574,0.0006625582,0.01641926,0.005000055,0.00006532003,0.0005925273,0.1316575,0.001551886,0.001885136,0.2394339,0.602349,0.000250222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05526658,0.006989094,0.03155174,0.7992377,0.004023728,0.001004423,0.0001555553,0.0003187472,0.1014525],"genre_scores_gemma":[0.7040634,0.00544603,0.04843811,0.2203531,0.001248007,0.001424382,0.0001817337,0.0001574999,0.01868768],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0229866,"threshold_uncertainty_score":0.1215662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06882811865252499,"score_gpt":0.4531851127860874,"score_spread":0.3843569941335624,"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."}}