{"id":"W3108437576","doi":"10.1093/pch/pxaa121","title":"Social vulnerability and COVID-19: A call to action for paediatric clinicians","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Call to action; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Vulnerability (computing); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Action (physics); Coronavirus Infections; Medicine; Social vulnerability; Medical emergency; Psychology; Virology; Computer security; Computer science; Business; Psychiatry; Outbreak; Internal medicine; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003092561,0.0003402989,0.0007984657,0.0002162831,0.00399668,0.00002307537,0.0002444618,0.0003778648,0.00005547663],"category_scores_gemma":[0.003938003,0.0003323886,0.0001959741,0.0009854966,0.00005434579,0.000111428,0.0002010168,0.001567672,0.0001078914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007976133,"about_ca_system_score_gemma":0.003308326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005769264,"about_ca_topic_score_gemma":0.0007248883,"domain_scores_codex":[0.9948048,0.00107443,0.001408799,0.000964322,0.0004154257,0.001332234],"domain_scores_gemma":[0.9943536,0.001597129,0.0006379315,0.0002780615,0.0001728613,0.002960402],"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":[0.0009605577,0.0003885948,0.2226818,0.00911951,0.00002880813,0.000002798472,0.04621468,0.00005182119,0.000003611464,0.004337291,0.6587945,0.057416],"study_design_scores_gemma":[0.005721,0.001038734,0.1444172,0.00006496872,0.00008143017,0.000002514844,0.004188864,0.000714385,7.612343e-7,0.001409166,0.8417156,0.0006453696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07230224,0.002674761,0.02569586,0.8867592,0.001484201,0.008764083,0.001002575,0.0006849212,0.0006321233],"genre_scores_gemma":[0.6221256,0.002531321,0.001144617,0.3603271,0.01347868,0.00008973665,0.000148925,0.00007677048,0.00007724155],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5498233,"threshold_uncertainty_score":0.9999128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377410132685365,"score_gpt":0.4721416486665312,"score_spread":0.3344006353979947,"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."}}