{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002125288,0.0002316074,0.0003198189,0.001423167,0.001066069,0.0006658371,0.0004561433,0.0002470512,0.001846111],"category_scores_gemma":[0.0008675432,0.0002775934,0.0001917164,0.002715304,0.0004690221,0.0002211929,0.000554661,0.0003763606,0.0002727565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00364601,"about_ca_system_score_gemma":0.003231407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5565803,"about_ca_topic_score_gemma":0.6063046,"domain_scores_codex":[0.9994736,0.00004454402,0.00005458475,0.00009980838,0.0001718918,0.000155508],"domain_scores_gemma":[0.9988407,0.0000998252,0.0004318863,0.00004267527,0.0003150528,0.0002698228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001604951,0.000008628,0.9984809,0.000008085274,0.000006974557,0.00028746,0.0001203712,0.00001180197,0.00009237925,0.00000506874,0.00008863444,0.0008736638],"study_design_scores_gemma":[0.000001759681,0.00002900433,0.9984329,0.000009627061,0.000008726439,0.0006652474,0.0004828727,0.0000316554,0.00004850895,0.000002854207,0.0002845925,0.000002145328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982221,0.0002062158,0.00002449264,0.0000164547,0.000002340672,0.00001483167,0.0006323488,0.000003021458,0.0008781672],"genre_scores_gemma":[0.9988481,0.0002409836,0.00003317115,0.0000328795,0.00000289943,0.00001593037,0.0006237131,0.000002271994,0.0002000961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4434197,"threshold_uncertainty_score":0.8920622,"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."}}