{"id":"W4407027478","doi":"10.1097/htr.0000000000001021","title":"Quantifying the Relationship Between Clinician-Administered Measures of Vestibulo-Ocular Reflex and Oculomotor Function and Patient-Reported Outcome After Pediatric Mild Traumatic Brain Injury","year":2025,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Traumatic brain injury; Head injury; Physical therapy; Provocation test; Vertigo; Vestibulo–ocular reflex; Vestibular system; Visual acuity; Physical medicine and rehabilitation; Audiology; Surgery; Psychiatry","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":[0.002964048,0.0003655236,0.0004338897,0.0007916405,0.0002389592,0.000569327,0.000469725,0.0005250688,0.001009471],"category_scores_gemma":[0.01140804,0.0002128037,0.0004462809,0.0006910685,0.0003262472,0.0005407059,0.0005564616,0.0008124138,0.0002190735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035006,"about_ca_system_score_gemma":0.0006223548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521731,"about_ca_topic_score_gemma":0.006308679,"domain_scores_codex":[0.9979918,0.0008010707,0.0003341025,0.0002611213,0.0004278705,0.0001841777],"domain_scores_gemma":[0.991192,0.002610547,0.004500709,0.0002202886,0.0009515274,0.0005249098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005552702,0.00005943436,0.9986587,0.00001503998,0.00004583328,0.00001170421,0.00004380463,0.00003683777,0.00003785405,0.000003105904,0.00003453507,0.0009977213],"study_design_scores_gemma":[0.000006313519,0.0002879653,0.99925,0.000007851976,0.00001847797,0.00008614499,0.00009274049,0.000149728,0.00005120776,0.000005331953,0.00004162951,0.000002543843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992213,0.0001799318,0.0001050985,0.00002773917,0.000004320838,0.0000325384,0.000210864,0.000003300656,0.0002148671],"genre_scores_gemma":[0.9990888,0.0001077328,0.0002368197,0.00001586171,0.000006593815,0.00004859001,0.0004274467,0.00000111948,0.00006719677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002964048,"threshold_uncertainty_score":0.0156756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1769805884244685,"score_gpt":0.3947785269545722,"score_spread":0.2177979385301037,"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."}}