{"id":"W4319338186","doi":"10.1158/1078-0432.ccr-22-3032","title":"Impact of Genomic and Clinical Factors on Outcome of Children ≥18 Months of Age with Stage 3 Neuroblastoma with Unfavorable Histology and without <i>MYCN</i> Amplification: A Children's Oncology Group (COG) Report","year":2023,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Division of Cancer Epidemiology and Genetics, National Cancer Institute; Hope Foundation; Ohio State University; National Cancer Institute; St. Baldrick's Foundation","keywords":"Neuroblastoma; Histology; Internal medicine; Univariate analysis; Oncology; Medicine; Multivariate analysis; Stage (stratigraphy); Cog; Confidence interval; Biology; Genetics","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":[0.000356027,0.0001845076,0.0001856866,0.0002332156,0.0002418297,0.0003117548,0.0001329845,0.0001806057,0.000821389],"category_scores_gemma":[0.0006664755,0.00007721853,0.0002191637,0.0002672888,0.0002317757,0.0001616261,0.0001773358,0.0002142731,0.0001040322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168728,"about_ca_system_score_gemma":0.0004134935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002915901,"about_ca_topic_score_gemma":0.005319941,"domain_scores_codex":[0.9998502,0.0000367766,0.00001073636,0.000041648,0.00002952255,0.00003116151],"domain_scores_gemma":[0.9994697,0.0001534493,0.0002050395,0.00003049646,0.0000319816,0.0001093738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009089549,0.00003555296,0.9958448,0.000007441291,0.00004282861,0.0001248216,0.00002770349,0.00006064229,0.000770892,0.000009582237,0.0001160103,0.00205087],"study_design_scores_gemma":[0.00002198496,0.0003111628,0.9984762,0.000002462509,0.00005571535,0.0004590529,0.0000554839,0.00007394584,0.0002847324,0.00001036112,0.0002466907,0.000002170292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995742,0.0001106068,0.00002024215,0.0000136781,0.000001584916,0.00000255398,0.0001497086,0.000001016006,0.0001263994],"genre_scores_gemma":[0.9995055,0.00006115251,0.00004547087,0.00001325002,0.000004234454,0.00000405834,0.0003174744,0.00000110677,0.00004761673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002915901,"threshold_uncertainty_score":0.005797863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1945378628366252,"score_gpt":0.525337744972106,"score_spread":0.3307998821354807,"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."}}