{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02714899,0.001284849,0.004503245,0.002823918,0.01245935,0.01633522,0.006505823,0.04101383,0.02941583],"category_scores_gemma":[0.06682859,0.001784335,0.003632364,0.002058692,0.01356926,0.03246896,0.02511098,0.06396916,0.006083294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01044135,"about_ca_system_score_gemma":0.06520284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01922051,"about_ca_topic_score_gemma":0.04482416,"domain_scores_codex":[0.9781385,0.00969151,0.002320815,0.001310051,0.004651555,0.003887476],"domain_scores_gemma":[0.8373904,0.05588451,0.005048951,0.003665212,0.02289714,0.07511395],"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":[0.00008020985,0.0002622814,0.006217321,0.001512952,0.0000662399,0.003773807,0.008171439,0.0001862628,0.0002652293,0.0100726,0.8862283,0.08316331],"study_design_scores_gemma":[0.0001532469,0.0002137268,0.007584207,0.01274212,0.0001064748,0.008461624,0.06887823,0.0003640376,0.0001574495,0.03620264,0.8647988,0.0003374203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008851959,0.01243185,0.000452447,0.9782169,0.005321966,0.00004706722,0.00003470608,0.00008323247,0.002526567],"genre_scores_gemma":[0.04020406,0.09564511,0.01498686,0.8020508,0.03488797,0.0009039702,0.0003384718,0.0002801807,0.01070264],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04101383,"threshold_uncertainty_score":0.1435793,"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."}}