{"id":"W4210472256","doi":"10.2196/33277","title":"Precision Public Health and Structural Racism in the United States: Promoting Health Equity in the COVID-19 Pandemic Response","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Racism; Health equity; Public health; Pandemic; Psychological intervention; Equity (law); Political science; Ethnic group; Public relations; Sociology; Criminology; Coronavirus disease 2019 (COVID-19); Medicine; Law; Disease; Nursing; Infectious disease (medical specialty)","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":[0.06641466,0.0003443533,0.0004494892,0.001559937,0.008188359,0.01052576,0.001545067,0.004619446,0.002821765],"category_scores_gemma":[0.08598046,0.0003942196,0.0005276914,0.000990047,0.01983262,0.006497786,0.01973963,0.01000332,0.0001573021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006411465,"about_ca_system_score_gemma":0.03109452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626622,"about_ca_topic_score_gemma":0.02823852,"domain_scores_codex":[0.954232,0.03588319,0.0007900395,0.001461226,0.003859923,0.003773709],"domain_scores_gemma":[0.9498885,0.03184388,0.005271615,0.004487019,0.003455291,0.005053708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000261788,0.0008986677,0.1001242,0.000498958,0.0001620355,0.0003980917,0.06238056,0.002880659,0.001714207,0.4915325,0.0277651,0.3113834],"study_design_scores_gemma":[0.0002171254,0.00101167,0.1071898,0.005179427,0.0001767051,0.0004005306,0.08220115,0.007433603,0.004004306,0.6180095,0.1739657,0.0002102943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1823217,0.003151681,0.01626441,0.7430142,0.000942831,0.0001907111,0.00008810149,0.00004640582,0.05397983],"genre_scores_gemma":[0.9588112,0.001037243,0.003936904,0.03478677,0.0004600427,0.0001095437,0.00002401027,0.00001190328,0.0008224242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06641466,"threshold_uncertainty_score":0.3512385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3503869463888463,"score_gpt":0.5216464094605455,"score_spread":0.1712594630716993,"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."}}