{"id":"W4413809546","doi":"10.1002/pbc.32024","title":"Severe Hearing Loss in Children With Central Nervous System Tumors: A Population‐Based Cancer in Young People in Canada (CYP‐C) Report","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children; University of British Columbia; Nova Scotia Cancer Centre; Alberta Children's Hospital; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Centre hospitalier universitaire de Québec; Princess Margaret Cancer Centre; C17 Council; University Health Network; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Cancer Society Research Institute; Fondation De Famille Alvin Segal; ENRICH; Government of Canada; Public Health Agency; Fondation Charles-Bruneau; Australian Government; Université de Montréal; Fondation Brain Canada; Brain Tumour Foundation of Canada; Public Health Agency of Canada; Cole Foundation; Health Canada; Pediatric Oncology Group of Ontario; Garron Family Cancer Centre; Rally Foundation","keywords":"Medulloblastoma; Medicine; Radiation therapy; Hearing loss; Atypical teratoid rhabdoid tumor; Cancer; Population; Cohort; Pediatrics; Oncology; Internal medicine; Pathology; Audiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002649033,0.0002715274,0.0002693682,0.000974326,0.001240957,0.0006745253,0.0005087587,0.0003280337,0.0009822953],"category_scores_gemma":[0.0008234127,0.0002278357,0.0004667032,0.002146256,0.0004217793,0.0002289529,0.0005241327,0.0005379269,0.0001550641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006956726,"about_ca_system_score_gemma":0.009418571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9435465,"about_ca_topic_score_gemma":0.9545974,"domain_scores_codex":[0.9995896,0.00001964018,0.00002320464,0.00007062375,0.0001534533,0.0001433693],"domain_scores_gemma":[0.99909,0.00003757987,0.0002776618,0.00003562004,0.0003375702,0.0002217298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009793968,0.000006571949,0.9990049,0.00000584902,0.00001130089,0.00003808835,0.00006518389,0.00001891015,0.00004379388,0.00000702013,0.0002022586,0.0005864042],"study_design_scores_gemma":[0.000001956753,0.00001161823,0.9993252,0.000007450652,0.000009427583,0.0001166022,0.000236895,0.00005549254,0.00002648824,0.000004257181,0.0002024877,0.000002097596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955986,0.0002617557,0.00005460379,0.00008136863,0.000006396093,0.00002996355,0.003206473,0.000007689107,0.0007532065],"genre_scores_gemma":[0.99773,0.0002955474,0.00007218372,0.00005531125,0.000005202062,0.00001394978,0.001588588,0.000002560163,0.0002367222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05645347,"threshold_uncertainty_score":0.1135718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008725498769747495,"score_gpt":0.2357246267082259,"score_spread":0.2269991279384784,"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."}}