{"id":"W3130576037","doi":"10.3332/ecancer.2021.1187","title":"The threat of the COVID-19 pandemic on reversing global life-saving gains in the survival of childhood cancer: a call for collaborative action from SIOP, IPSO, PROS, WCC, CCI, St Jude Global, UICC and WHPCA","year":2021,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Pandemic; Global health; Call to action; Health care; Cancer; Economic growth; Environmental health; Coronavirus disease 2019 (COVID-19); Public health; Disease; Nursing; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.002436461,0.0002601421,0.0006160777,0.00002943999,0.0006440778,0.00004686869,0.0006522586,0.0001524356,0.00002736005],"category_scores_gemma":[0.007010843,0.0001514524,0.0001410261,0.001651616,0.001508395,0.0001412798,0.0002000769,0.0003945425,5.337096e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001087286,"about_ca_system_score_gemma":0.006105235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007783266,"about_ca_topic_score_gemma":0.08635617,"domain_scores_codex":[0.9959256,0.0006460547,0.0007206411,0.0006813093,0.001534365,0.0004920394],"domain_scores_gemma":[0.9961273,0.002014298,0.0005456504,0.0007017355,0.0002925804,0.0003184231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001634161,0.0008603986,0.9331453,0.0006145316,0.0002695614,0.0000179757,0.02069846,0.0006477704,0.001540558,0.002075346,0.01255256,0.02594339],"study_design_scores_gemma":[0.004976398,0.0004426681,0.9556847,0.001726712,0.0002082317,0.00003514448,0.019917,0.0004259439,0.0005258939,0.002404803,0.01334814,0.0003043396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318405,0.004869462,0.0004407717,0.05876045,0.001156621,0.001543363,0.0009983456,0.0000322681,0.0003582319],"genre_scores_gemma":[0.9881732,0.00275818,0.0001686204,0.00835954,0.0003803562,0.0001101547,0.00001566716,0.00001186898,0.00002245049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07857291,"threshold_uncertainty_score":0.9995292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08510291424104514,"score_gpt":0.3994242199318486,"score_spread":0.3143213056908034,"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."}}