{"id":"W3014216895","doi":"10.1002/cncr.32855","title":"Outcome analysis of stage I epithelial‐predominant favorable‐histology Wilms tumors: A report from Children's Oncology Group study AREN03B2","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"National Institutes of Health; Children’s Oncology Group; National Cancer Institute; St. Baldrick's Foundation","keywords":"Medicine; Stage (stratigraphy); Cog; Wilms' tumor; Internal medicine; Nephrectomy; Histology; Chemotherapy; Confidence interval; Oncology; Kidney","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":[0.0001522903,0.0002326449,0.000769678,0.00009061901,0.00005888547,0.000008299534,0.0003076984,0.0002361054,0.0003742049],"category_scores_gemma":[0.00008381105,0.0001891497,0.0003099645,0.0004444377,0.0001725884,0.000004286248,0.0001403888,0.0002060919,0.000006373284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000802811,"about_ca_system_score_gemma":0.0002245327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00307148,"about_ca_topic_score_gemma":0.0006656792,"domain_scores_codex":[0.9980487,0.0001305542,0.0006653663,0.0007021764,0.0001758103,0.0002774037],"domain_scores_gemma":[0.9988017,0.00001917577,0.0004571112,0.0004658757,0.00009187367,0.0001642755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009821325,0.000427212,0.715473,0.00002938136,0.008039836,0.00056872,0.0009711386,0.004541554,0.2633749,0.00001637952,0.001882103,0.003693682],"study_design_scores_gemma":[0.0106848,0.007467605,0.7285734,0.00009155912,0.01172472,0.00009384391,0.00326864,0.001304935,0.1403024,0.00005361907,0.09425408,0.00218035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943638,0.003343537,0.0005349767,0.0003249089,0.0002710602,0.0003379204,0.000424259,0.00001718812,0.0003823477],"genre_scores_gemma":[0.9977137,0.0003276221,0.0001120084,0.0006391101,0.0002653635,0.00007735231,0.0003724883,0.00002538689,0.0004669772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1230724,"threshold_uncertainty_score":0.7713301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804453582995813,"score_gpt":0.3016988483343601,"score_spread":0.2836543125044019,"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."}}