{"id":"W3128439822","doi":"10.18502/pbr.v6i(s2).5660","title":"The Dollar Value of Human Life Losses Associated With COVID-19 in Canada","year":2021,"lang":"en","type":"article","venue":"Pharmaceutical and Biomedical Research","topic":"Global Health Care Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Liberian dollar; Coronavirus disease 2019 (COVID-19); Pandemic; Demography; Valuation (finance); Value of life; Mortality rate; Economics; Geography; Demographic economics; Medicine; Disease; Sociology; Population; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119947,0.0004968994,0.000256278,0.001973985,0.00140379,0.003226317,0.00101244,0.0003848812,0.003452404],"category_scores_gemma":[0.004704707,0.0002167634,0.0006695438,0.00287538,0.0008717456,0.0007332122,0.0009764764,0.0009481438,0.0001886596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09471324,"about_ca_system_score_gemma":0.0392595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9844283,"about_ca_topic_score_gemma":0.9864488,"domain_scores_codex":[0.9989574,0.0001236497,0.00003120628,0.00006755338,0.0005269094,0.0002932027],"domain_scores_gemma":[0.9977589,0.0002664963,0.0001729997,0.0000333323,0.001510126,0.0002582651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001356533,0.0001508445,0.373027,0.0009066716,0.0005830352,0.001728617,0.002037423,0.3645068,0.00153516,0.07825024,0.05602209,0.1198957],"study_design_scores_gemma":[0.0001170729,0.0003008858,0.4293394,0.00127135,0.0005833285,0.0006923967,0.01025906,0.3953789,0.003372974,0.02022914,0.1380102,0.000445342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8584406,0.006274968,0.006015435,0.007038654,0.0002096754,0.0002003295,0.02555254,0.0001286952,0.09613913],"genre_scores_gemma":[0.9830822,0.002485943,0.002028223,0.0001655753,0.0000129441,0.0000241792,0.004277832,0.00003074922,0.007892468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09471324,"threshold_uncertainty_score":0.6871959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3265447052619095,"score_gpt":0.6066854313329292,"score_spread":0.2801407260710196,"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."}}