{"id":"W3047947245","doi":"10.1016/j.ypmed.2020.106229","title":"‘Most at risk’ for COVID19? The imperative to expand the definition from biological to social factors for equity","year":2020,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Wellcome Trust","keywords":"Medicine; Pandemic; Psychological intervention; Equity (law); Social determinants of health; Disease; Health equity; Population; Environmental health; Development economics; Public health; Economic growth; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Political science; Nursing","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":[0.02462169,0.0004394582,0.0009608471,0.001975824,0.004070159,0.008167083,0.001992813,0.006569668,0.008752625],"category_scores_gemma":[0.06756708,0.0003178074,0.0006131191,0.001593209,0.01629568,0.01542462,0.004934093,0.01949746,0.0009582471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002760023,"about_ca_system_score_gemma":0.0119089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01163341,"about_ca_topic_score_gemma":0.01416583,"domain_scores_codex":[0.9856007,0.008425498,0.0007735295,0.0008760112,0.002433287,0.001890983],"domain_scores_gemma":[0.9621142,0.01711103,0.004519739,0.002661748,0.004419334,0.009173983],"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":[0.0001203395,0.0002343747,0.04373491,0.0002177758,0.0000913985,0.0004652463,0.01095568,0.0002413312,0.0002403019,0.6392363,0.2003074,0.1041549],"study_design_scores_gemma":[0.00003072061,0.00008472419,0.02251503,0.001782052,0.00005441328,0.001537749,0.01402493,0.0006559311,0.0002939266,0.759179,0.1996923,0.000149328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01248921,0.005489843,0.002332008,0.9600279,0.002751831,0.00001510038,0.0001113262,0.00001708356,0.0167656],"genre_scores_gemma":[0.6723214,0.009606905,0.006550356,0.2901194,0.01590647,0.0001058117,0.0003150787,0.0001164248,0.004958041],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02462169,"threshold_uncertainty_score":0.1302135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2566228706475401,"score_gpt":0.4109365017748964,"score_spread":0.1543136311273563,"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."}}