{"id":"W4200267395","doi":"10.3390/jrfm14120587","title":"COVID-19: An Economic or Social Disease? Implications for Disadvantaged Populations","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Disadvantaged; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Economic growth; Virology; Medicine; Economics; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001957759,0.0001922103,0.0005306076,0.0005028234,0.002882657,0.00230173,0.0007090599,0.002595723,0.01190748],"category_scores_gemma":[0.01093291,0.0001013112,0.0004567544,0.0007922424,0.001928897,0.002109564,0.001672812,0.003168348,0.0006180483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277782,"about_ca_system_score_gemma":0.005222315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02943011,"about_ca_topic_score_gemma":0.05758031,"domain_scores_codex":[0.9992203,0.0003887732,0.00003729279,0.00004317022,0.0001100553,0.0002004767],"domain_scores_gemma":[0.9964586,0.0009399134,0.0003538332,0.00005854419,0.0006542145,0.001534901],"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":[0.0003351562,0.000440415,0.1086477,0.001935254,0.0002099587,0.001513174,0.01048239,0.0002786107,0.0003761957,0.03304872,0.4494938,0.3932387],"study_design_scores_gemma":[0.000173909,0.0009091476,0.3953424,0.01723957,0.0005833329,0.00312279,0.09605995,0.000820263,0.0002927402,0.1013299,0.3839061,0.0002200178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03661804,0.03434489,0.0001649362,0.91292,0.003772487,0.00002255224,0.000445717,0.00001125553,0.01170024],"genre_scores_gemma":[0.5421281,0.1886861,0.001067806,0.24051,0.01994057,0.0001929691,0.000518928,0.000037449,0.006918144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02943011,"threshold_uncertainty_score":0.05851763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08903988702296117,"score_gpt":0.4490520497325799,"score_spread":0.3600121627096187,"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."}}