{"id":"W4387758904","doi":"10.21065/1925-7430.12.10","title":"COVID-19 in PAEDIATRIC ONCOLOGY PATIENTS: INCIDENCE AND SEVERITY OF CLINICAL FEATURES IN CANCER VS. NON-CANCER PATIENTS","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Applied Sciences","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Blindness; Diabetes mellitus; Diabetic retinopathy; Cancer; Retinopathy; Visual impairment; Coronavirus disease 2019 (COVID-19); Internal medicine; Socioeconomic status; Pediatrics; Oncology; Disease; Optometry; Environmental health; Infectious disease (medical specialty); Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118503,0.000072912,0.000357242,0.0004953413,0.0001590237,0.000009747916,0.0002007413,0.00005090977,0.0003766252],"category_scores_gemma":[0.0004844929,0.00006018171,0.00004481325,0.0007929404,0.0004644009,0.00007282075,0.00004123456,0.000453308,3.189095e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005701111,"about_ca_system_score_gemma":0.009621222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01732875,"about_ca_topic_score_gemma":0.1078209,"domain_scores_codex":[0.998634,0.00006738843,0.0005772833,0.0001716097,0.000329591,0.0002201201],"domain_scores_gemma":[0.9986288,0.0002176463,0.0003646422,0.00005549786,0.0001033385,0.0006301084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001465083,0.0001015116,0.9879369,0.00002232057,0.000005867714,0.00004115674,0.001150401,0.000325535,0.000005111225,0.0000585557,0.001772642,0.008433455],"study_design_scores_gemma":[0.001641798,0.0008205285,0.9927031,0.00002900305,0.00002081746,0.00001028595,0.0008517158,0.00004434629,0.000005350354,0.000365637,0.003443419,0.00006394606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956415,0.0003766498,9.267387e-7,0.002344263,0.0003486205,0.0002079183,0.00005185212,8.417468e-7,0.001027379],"genre_scores_gemma":[0.9972233,0.0001762236,0.0001444911,0.002347906,0.00006360046,0.00002170369,0.000002302902,0.000002888381,0.00001759785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09049217,"threshold_uncertainty_score":0.9959933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031656894567889,"score_gpt":0.3648447882869353,"score_spread":0.3345282193412564,"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."}}