{"id":"W4413856500","doi":"10.1093/noajnl/vdaf166.046","title":"49 A RETROSPECTIVE STUDY OF HEARING OUTCOMES FOR PEDIATRIC PATIENTS TREATED WPROTON BEAM THERAPY (PBT) IN BRITISH COLUMBIA (BC)","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Retrospective cohort study; Audiology; Pediatrics; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002103193,0.0001173818,0.0004482443,0.0001595952,0.000193084,0.00004606998,0.0001866401,0.00009897808,0.000007195962],"category_scores_gemma":[0.001872143,0.0001447769,0.00007237646,0.0006631927,0.0001086114,0.000217512,0.0000554841,0.0002012346,0.000001105962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398789,"about_ca_system_score_gemma":0.00008077447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001987204,"about_ca_topic_score_gemma":0.005215193,"domain_scores_codex":[0.9982067,0.0002596699,0.000479811,0.0005904683,0.000180373,0.0002829379],"domain_scores_gemma":[0.9982936,0.001184207,0.0001840029,0.0001875391,0.0001160038,0.00003467049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001077687,0.002097657,0.9776834,0.00004967193,0.000004508611,0.000006524439,0.0004076763,0.00006582361,0.01192108,0.000005232113,0.00003295761,0.007617666],"study_design_scores_gemma":[0.004261782,0.004141062,0.988553,0.00001623878,0.00001129731,5.915549e-7,0.0001997072,0.00002392909,0.001914822,0.0004081768,0.0003633795,0.0001059529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955269,0.00006142826,0.000005388516,0.00006394482,0.000538515,0.003511292,0.00001707074,0.00005531784,0.0002201766],"genre_scores_gemma":[0.9986151,0.0001507441,0.00005757103,0.0002221425,0.0000230813,0.0008158096,0.000001480215,0.00001512058,0.00009897037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086962,"threshold_uncertainty_score":0.5903829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062706605377566,"score_gpt":0.3220032632555975,"score_spread":0.3013761972018218,"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."}}