{"id":"W4403658112","doi":"10.1007/978-3-031-62017-1_33","title":"Pediatric Neuro-Oncology Care in the COVID-19 Era","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pediatric oncology; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Intensive care medicine; Internal medicine; Virology; Cancer; Outbreak; Infectious disease (medical specialty)","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":[0.001103173,0.0003226948,0.0001770028,0.0004451696,0.001497861,0.004210255,0.0005626354,0.001644405,0.03285508],"category_scores_gemma":[0.002622346,0.0001693722,0.0002141091,0.0009128103,0.001351147,0.002786557,0.002784505,0.004854602,0.004465299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005640149,"about_ca_system_score_gemma":0.01152711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505354,"about_ca_topic_score_gemma":0.05089491,"domain_scores_codex":[0.9993789,0.0001589745,0.00001638254,0.00003503204,0.000289155,0.000121467],"domain_scores_gemma":[0.9992377,0.0002649548,0.00004960175,0.00001704275,0.0001554018,0.0002753886],"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":[0.000003691948,0.0000151861,0.0002877509,0.0000699204,0.000001716041,0.0001157653,0.0003244306,0.0002104793,0.00003774042,0.1322859,0.7966397,0.07000781],"study_design_scores_gemma":[7.045609e-7,0.000002975574,0.0003134586,0.000204843,8.250406e-7,0.0001210322,0.0002524815,0.00002384584,0.000019626,0.008075051,0.9909832,0.000001933241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001430278,0.04335583,0.000879572,0.1229026,0.009850218,0.00002403693,0.000211578,0.0001043102,0.8212416],"genre_scores_gemma":[0.05069348,0.186288,0.005328016,0.08463887,0.01099452,0.0001193908,0.0005689893,0.0002295011,0.6611392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03285508,"threshold_uncertainty_score":0.1099111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08592644868676313,"score_gpt":0.4097980230490141,"score_spread":0.323871574362251,"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."}}