{"id":"W4221084306","doi":"10.1002/ijc.34006","title":"White paper: Oncofertility in pediatric patients with Wilms tumor","year":2022,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Stichting Kinder Oncologisch Centrum Rotterdam","keywords":"Oncofertility; Wilms' tumor; White (mutation); Medicine; Oncology; Internal medicine; Fertility preservation; Environmental health; Biology; Fertility","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":[0.0007297303,0.0002567468,0.0003708866,0.000835353,0.0006821267,0.0008673911,0.0005021778,0.002138768,0.006733148],"category_scores_gemma":[0.00381417,0.0001471642,0.0002898429,0.0006040717,0.0004683466,0.0008090987,0.0004635029,0.002525133,0.001931738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005869569,"about_ca_system_score_gemma":0.0007375432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051304,"about_ca_topic_score_gemma":0.001297737,"domain_scores_codex":[0.9995627,0.00007397987,0.00004969825,0.00009308376,0.0001563867,0.00006426624],"domain_scores_gemma":[0.9978746,0.0008212511,0.0003506193,0.00006020568,0.0004715332,0.000421817],"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":[0.000248754,0.00007943988,0.0269686,0.0004063695,0.00005720568,0.02000279,0.0001705522,0.0001463205,0.0005523963,0.001166207,0.8627899,0.08741153],"study_design_scores_gemma":[0.0001203933,0.0002386339,0.04880415,0.001157021,0.0001323951,0.1210975,0.0003760782,0.000432466,0.001582072,0.002154429,0.823852,0.00005283706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07077526,0.1083481,0.001941432,0.5223163,0.1705525,0.0004030729,0.004554965,0.00047844,0.1206299],"genre_scores_gemma":[0.4352611,0.1009579,0.002636835,0.1553312,0.2318455,0.0002606034,0.003822747,0.0002935276,0.06959076],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006733148,"threshold_uncertainty_score":0.02252465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002506528030556837,"score_gpt":0.2319362862457999,"score_spread":0.2294297582152431,"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."}}