{"id":"W3013495714","doi":"10.1002/pbc.28327","title":"Early advice on managing children with cancer during the COVID‐19 pandemic and a call for sharing experiences","year":2020,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pandemic; Cancer; Population; Asymptomatic; Epidemiology; Disease; Pediatrics; Coronavirus disease 2019 (COVID-19); Family medicine; Infectious disease (medical specialty); Pathology; Internal medicine; Environmental health","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":[0.0001292582,0.0001958845,0.0002754687,0.00007634785,0.0002960433,0.00004699011,0.000144017,0.0000629874,0.00006377154],"category_scores_gemma":[0.0001197146,0.000127195,0.00004863033,0.0003373279,0.00004899296,0.00008931383,0.00006122919,0.0002832403,0.00000152795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282501,"about_ca_system_score_gemma":0.0005724065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009338442,"about_ca_topic_score_gemma":0.001161407,"domain_scores_codex":[0.9985783,0.0000175336,0.0002063599,0.0004886716,0.0002826812,0.0004264297],"domain_scores_gemma":[0.9989741,0.0001368,0.0001181765,0.0001834441,0.00005424288,0.0005332294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005657002,0.00002104634,0.9828978,0.0007770639,0.0000874691,0.0000110704,0.01408439,0.00007715071,0.00003487696,0.000007265306,0.0003257268,0.001110418],"study_design_scores_gemma":[0.005640649,0.0008152298,0.9884147,0.0001298227,0.0009661686,0.0000630731,0.0009452965,0.0002178275,0.00006849172,0.00001448147,0.002384338,0.0003399206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732161,0.00975816,0.00002715312,0.01578639,0.00007996226,0.0009042152,0.00003943071,0.0001368658,0.00005174735],"genre_scores_gemma":[0.976115,0.005018201,0.00004121443,0.01590708,0.002134449,0.0006131995,0.000003091358,0.00003413798,0.0001336008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313909,"threshold_uncertainty_score":0.9972585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022257966082713,"score_gpt":0.3543698257426506,"score_spread":0.3041472460818234,"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."}}