{"id":"W4414340208","doi":"10.1097/aud.0000000000001728","title":"Assessment of Balance Deficits in at Risk Pediatric Populations","year":2025,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Mental Health Research Canada; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Balance (ability); Hearing loss; Balance problems; Vestibular system; Balance disorders; Risk assessment","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006769062,0.00003645553,0.00006834965,0.0000790898,0.0000852051,0.000008444529,0.0000358687,0.0000188294,0.000009722702],"category_scores_gemma":[0.00009042316,0.00003668443,0.00001298686,0.0001878171,0.00001580061,0.00003755554,0.0000456839,0.00007506799,0.000002603196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001410585,"about_ca_system_score_gemma":0.00001899912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006713166,"about_ca_topic_score_gemma":0.00006379864,"domain_scores_codex":[0.9996085,0.00003111655,0.0000943941,0.0001219519,0.00006081049,0.00008320384],"domain_scores_gemma":[0.9998403,0.00004558538,0.00002761616,0.00006725512,0.000004345001,0.00001487521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001259016,0.00001601303,0.9924735,0.00001746278,3.020086e-7,7.386679e-7,0.00003447995,0.002265702,0.003092623,0.001830385,0.00004547106,0.0002220111],"study_design_scores_gemma":[0.0001652116,0.000008892905,0.9939775,0.0000119377,0.000004491148,4.304831e-7,0.00001171103,0.004551835,0.0006249251,0.0005188507,0.00009029661,0.00003385178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994462,0.0001183357,0.0005671325,0.00004800847,0.0001321007,0.00005704397,0.000003500752,0.00001050229,0.004601373],"genre_scores_gemma":[0.9993179,0.0001285551,0.000277942,0.00003710875,0.0000157127,0.000002237667,4.063763e-7,0.000002403084,0.0002177469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004855885,"threshold_uncertainty_score":0.1495947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03136734053636123,"score_gpt":0.3177023361804326,"score_spread":0.2863349956440714,"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."}}