{"id":"W3025633253","doi":"10.1002/pbc.28409","title":"The COVID‐19 pandemic: A rapid global response for children with cancer from SIOP, COG, SIOP‐E, SIOP‐PODC, IPSO, PROS, CCI, and St Jude Global","year":2020,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"NIHR Great Ormond Street Hospital Biomedical Research Centre; Brain Tumour Charity; National Cancer Institute; National Institute for Health and Care Research; Cancer Research UK","keywords":"Pandemic; Medicine; Cog; Coronavirus disease 2019 (COVID-19); Pediatric oncology; Cancer; Multidisciplinary approach; Social distance; Childhood cancer; Global health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Public health; Internal medicine; Disease; Nursing; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.0005788944,0.0005168032,0.0007667463,0.00004978318,0.0005522112,0.0000909291,0.0003220264,0.0002848968,0.000174569],"category_scores_gemma":[0.001397849,0.0003476151,0.0001618815,0.0009025621,0.0002001837,0.000135959,0.000164411,0.0004504807,0.00000919212],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006857905,"about_ca_system_score_gemma":0.006874811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160372,"about_ca_topic_score_gemma":0.01027614,"domain_scores_codex":[0.9964878,0.0002065665,0.0005855768,0.000993951,0.0007346668,0.000991435],"domain_scores_gemma":[0.9963225,0.0008282774,0.0003501657,0.0005010336,0.0002693695,0.0017287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01844347,0.0001472644,0.9402459,0.0004271348,0.0004250048,0.00003918489,0.0005771013,0.00002676438,0.00005685745,0.00003013378,0.02571579,0.01386542],"study_design_scores_gemma":[0.01627227,0.002106273,0.8793069,0.0001074465,0.003253913,0.0001080865,0.0001691415,0.0000792291,0.00003330694,0.0002134023,0.09775921,0.0005907831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760033,0.06155959,0.00011627,0.05295864,0.0003157978,0.002707003,0.00605886,0.0002438236,0.00003671583],"genre_scores_gemma":[0.9398027,0.01998282,0.0002910607,0.0347437,0.004291379,0.0005993523,0.0001222088,0.00006523404,0.0001015612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07204343,"threshold_uncertainty_score":0.9998976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06036662184754765,"score_gpt":0.3791067276555357,"score_spread":0.318740105807988,"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."}}