{"id":"W3021173960","doi":"10.1016/j.annepidem.2020.05.001","title":"The public health response to COVID-19: balancing precaution and unintended consequences","year":2020,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Unintended consequences; 2019-20 coronavirus outbreak; Betacoronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public health; Coronavirus Infections; Virology; Outbreak; Nursing; Law; Infectious disease (medical specialty)","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":[0.0385048,0.00076585,0.0009286958,0.001718934,0.003934934,0.009608291,0.002356737,0.01164164,0.01016433],"category_scores_gemma":[0.113102,0.0004803567,0.0008787271,0.0006832539,0.004563371,0.004845258,0.01054738,0.01146268,0.001232078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005188802,"about_ca_system_score_gemma":0.02066495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006610807,"about_ca_topic_score_gemma":0.01447247,"domain_scores_codex":[0.9655726,0.02014733,0.001607135,0.001293284,0.006150065,0.005229634],"domain_scores_gemma":[0.9293319,0.03350567,0.009629078,0.003462895,0.01190374,0.01216668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001421214,0.001880169,0.1309775,0.003395656,0.001071772,0.002921523,0.006797425,0.00455013,0.004406767,0.1590146,0.2756304,0.4079327],"study_design_scores_gemma":[0.0004028766,0.002460558,0.1521376,0.01297394,0.0005199975,0.003309297,0.03528243,0.007368209,0.00496352,0.2837215,0.4964093,0.0004507114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03000612,0.01125327,0.003831042,0.9188237,0.006623117,0.000102839,0.0002032846,0.00009363739,0.0290631],"genre_scores_gemma":[0.7051101,0.0104649,0.005959792,0.2647312,0.008861145,0.0002075307,0.0001621681,0.00008403788,0.004419026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0385048,"threshold_uncertainty_score":0.2036353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4434116232731868,"score_gpt":0.5167936598652931,"score_spread":0.07338203659210635,"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."}}