{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009037933,0.0005309334,0.0005176308,0.002094727,0.0003289259,0.0006796048,0.0003840831,0.0004225471,0.00107496],"category_scores_gemma":[0.003164968,0.0001825757,0.0003533384,0.001038826,0.0002894601,0.0007355399,0.000627073,0.0005094279,0.0003425072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101631,"about_ca_system_score_gemma":0.0004511128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329174,"about_ca_topic_score_gemma":0.003055913,"domain_scores_codex":[0.9992263,0.0001804979,0.0001284949,0.0001391332,0.000218146,0.0001073732],"domain_scores_gemma":[0.9982968,0.0002160732,0.0009391944,0.00003596953,0.0003139975,0.0001980314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001978405,0.00001918833,0.9980199,0.00001060134,0.000008369172,0.00009167545,0.00004717343,0.00002972417,0.0001220821,0.000005054128,0.00004154806,0.001584766],"study_design_scores_gemma":[0.000002635953,0.0002160975,0.9979196,0.00001452832,0.00001365165,0.001100945,0.0002621561,0.0001318988,0.000164044,0.00001238752,0.0001585722,0.000003374376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985802,0.0002979797,0.0002025173,0.00003046926,0.00000471459,0.00002357776,0.0002799524,0.000008561283,0.0005720202],"genre_scores_gemma":[0.9985085,0.0003050413,0.0005649624,0.00002519898,0.00001193071,0.00004202231,0.000408514,0.00000311848,0.0001306666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002329174,"threshold_uncertainty_score":0.004779816,"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."}}