{"id":"W4410572321","doi":"10.1002/pbc.31774","title":"Contemporary Biology, Management, and Outcomes of Renal Medullary Carcinoma in Children and Adults: A Pediatric Surgical Oncology Research Collaborative Study","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Sickle cell trait; Internal medicine; Oncology; Retrospective cohort study; Proportional hazards model; Disease; 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":[0.000983306,0.0002066728,0.0003303681,0.001255051,0.0004208502,0.0005396051,0.0003489301,0.0002566367,0.0005736894],"category_scores_gemma":[0.003121502,0.000146701,0.0003148684,0.002093672,0.0002676841,0.0005993128,0.0005606921,0.0003051342,0.00009653998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006388083,"about_ca_system_score_gemma":0.0008997309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007041172,"about_ca_topic_score_gemma":0.007699158,"domain_scores_codex":[0.9993599,0.0001302621,0.00009470612,0.000136533,0.0001661195,0.0001124948],"domain_scores_gemma":[0.9968885,0.0004939816,0.001748102,0.0001094367,0.0003477614,0.0004122859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001449284,0.000006074051,0.9989272,0.000005978337,0.0000139983,0.00006186404,0.00007348099,0.0000208306,0.00002636717,0.00001151554,0.00007987613,0.0007583222],"study_design_scores_gemma":[0.000003840586,0.00006966168,0.9976541,0.00001706109,0.00002731786,0.001053933,0.00059821,0.00007907295,0.00003874211,0.00001469976,0.0004404953,0.000002751772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983911,0.0005634244,0.00006926357,0.00007768493,0.000003283118,0.000009373609,0.0006248328,0.000002173496,0.0002587992],"genre_scores_gemma":[0.9979235,0.0007252631,0.0001773864,0.0000274357,0.0000124015,0.00002202351,0.001068198,0.000002286791,0.0000415115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007041172,"threshold_uncertainty_score":0.01400042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258816005720162,"score_gpt":0.3602014964894392,"score_spread":0.334319895917423,"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."}}