{"id":"W4327614607","doi":"10.1002/hec.4673","title":"Preparing for future pandemics: A multi‐national comparison of health and economic trade‐offs","year":2023,"lang":"en","type":"article","venue":"Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Economics; Business; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002888332,0.0002312772,0.001011955,0.0002317024,0.0009006499,0.000009978702,0.0001900525,0.0002747425,0.00001202056],"category_scores_gemma":[0.0001325605,0.0002624081,0.0000911504,0.0001098884,0.00006440857,0.000145705,0.0001108463,0.000409329,0.0001044635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592491,"about_ca_system_score_gemma":0.004190883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016195,"about_ca_topic_score_gemma":0.007438539,"domain_scores_codex":[0.9959238,0.0003387701,0.002091824,0.0005287712,0.00009172883,0.001025144],"domain_scores_gemma":[0.9968266,0.0009378578,0.001361641,0.0002808189,0.00007086112,0.0005221809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004156016,0.0001817106,0.4332872,0.01188824,0.00011618,2.010098e-7,0.05629076,0.00178735,0.000002345206,0.04567725,0.3955613,0.0547918],"study_design_scores_gemma":[0.003969479,0.0006293389,0.1225546,0.0004896935,0.000009523744,0.000003159644,0.02978765,0.08669382,0.00000453334,0.002438013,0.7529991,0.0004210784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429293,0.007137869,0.000252137,0.03682914,0.004669548,0.00549703,0.001556248,0.000419501,0.0007091901],"genre_scores_gemma":[0.9692332,0.009312337,0.006916352,0.01114755,0.001627897,0.0006672763,0.0007036176,0.0001197752,0.0002719694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574378,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1815104855261807,"score_gpt":0.5064129602786961,"score_spread":0.3249024747525154,"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."}}