{"id":"W3084500257","doi":"10.1002/cncr.33173","title":"A prospective study of pediatric and adolescent renal cell carcinoma: A report from the Children's Oncology Group AREN0321 study","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Stage (stratigraphy); Lymph node; Prospective cohort study; Kidney cancer; Internal medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001622832,0.0005242124,0.0005911903,0.001309369,0.0009474425,0.000962142,0.0005811615,0.0005125639,0.001442914],"category_scores_gemma":[0.003083471,0.0003723252,0.0004601254,0.003018769,0.0003591198,0.0007264374,0.0006740653,0.0005789953,0.0003370114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007382889,"about_ca_system_score_gemma":0.001062008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01366903,"about_ca_topic_score_gemma":0.01286387,"domain_scores_codex":[0.9983853,0.0004266281,0.0001642734,0.000371461,0.0004588316,0.0001935988],"domain_scores_gemma":[0.995783,0.00059365,0.001752689,0.0003887475,0.0007440432,0.0007379497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003213358,0.0000193138,0.9989676,0.000006116109,0.00002257032,0.0001589711,0.00005812052,0.000009198649,0.00006467829,0.00001394334,0.0002228586,0.0004245889],"study_design_scores_gemma":[0.00001538025,0.00005362079,0.9972531,0.00001161507,0.00002728968,0.001405177,0.0002309515,0.00003814992,0.00003592131,0.00001171126,0.0009128497,0.000004146061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995787,0.0006348289,0.0001027333,0.0001002456,0.00001581139,0.00005083819,0.002192142,0.000004810708,0.001111657],"genre_scores_gemma":[0.9954443,0.0006447461,0.0001663926,0.0001154163,0.00003337495,0.00009110992,0.003323621,0.000007484929,0.0001735556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01366903,"threshold_uncertainty_score":0.02717894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001953024819554,"score_gpt":0.2839904599761242,"score_spread":0.2539709297279287,"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."}}