{"id":"W4399787164","doi":"10.1093/neuonc/noae064.632","title":"QOL-44. EARLY SEVERE HEARING LOSS IN CANADIAN CHILDREN WITH CENTRAL NERVOUS SYSTEM TUMORS: A POPULATION-BASED COHORT STUDY","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Izaak Walton Killam Health Centre; Centre hospitalier universitaire de Québec; Alberta Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Cohort; Medicine; Hearing loss; Audiology; Central nervous system; Cohort study; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00059099,0.0004216161,0.0004070431,0.001131529,0.001974169,0.0009873939,0.0008663871,0.0003905562,0.002516492],"category_scores_gemma":[0.001394932,0.0002894494,0.0007943291,0.002821621,0.0003795419,0.0004226426,0.000648018,0.000721351,0.0002934775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009330367,"about_ca_system_score_gemma":0.01200113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.953329,"about_ca_topic_score_gemma":0.9596313,"domain_scores_codex":[0.999405,0.00003298964,0.0000328153,0.0001182963,0.0002038815,0.0002070349],"domain_scores_gemma":[0.9990289,0.00003833789,0.0002926968,0.00004287878,0.0003817293,0.0002154291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001957567,0.00001501438,0.9985045,0.00001112799,0.00002401439,0.00003379609,0.0001167737,0.00002114798,0.0000395082,0.00001857195,0.0004293639,0.000766689],"study_design_scores_gemma":[0.00000473771,0.0000143517,0.9991531,0.00001014553,0.00001568497,0.00006297025,0.0002296613,0.00007077242,0.00001412784,0.000006987125,0.0004130738,0.000004329898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888701,0.0004055229,0.000079028,0.0001840824,0.000009916763,0.00005892532,0.008565566,0.000009922191,0.001816878],"genre_scores_gemma":[0.9953667,0.0003221458,0.0001553096,0.00007766054,0.00000661975,0.00004400594,0.003538704,0.000004538156,0.0004841822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04667097,"threshold_uncertainty_score":0.09389162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797742612512392,"score_gpt":0.2694619551868979,"score_spread":0.251484529061774,"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."}}