{"id":"W4286492704","doi":"10.1001/jamaoto.2022.1953","title":"Fall Risk and Functional Stability Before vs After Computerized Vestibular Retraining Among Adults With Unilateral Vestibular Deficits","year":2022,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; General 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":[0.000208409,0.0002625949,0.0002883586,0.0005826487,0.0003118927,0.000475397,0.0002122507,0.0005216415,0.001285347],"category_scores_gemma":[0.001383009,0.0002201554,0.0007389241,0.0005465462,0.000134495,0.0004905412,0.000375983,0.0004128253,0.0002482005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087515,"about_ca_system_score_gemma":0.0002418124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384047,"about_ca_topic_score_gemma":0.01811362,"domain_scores_codex":[0.9997728,0.00002251161,0.00003355411,0.00005123676,0.00005512672,0.00006456434],"domain_scores_gemma":[0.9996625,0.00004341596,0.0001361244,0.00003275084,0.00004836089,0.00007683926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004177456,0.000129655,0.9978992,0.000006160634,0.00007376889,0.00005179313,0.00005053129,0.00002275277,0.000176861,0.000008676195,0.00006122899,0.001101507],"study_design_scores_gemma":[0.00001364488,0.0003570027,0.9992124,0.000003435197,0.00003316284,0.0001052693,0.0001181009,0.00006520272,0.00002854266,0.00001000249,0.00005052618,0.000002740638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995034,0.00005715455,0.00001764884,0.00001039739,0.000003543293,0.000005763636,0.0001695418,0.000001239818,0.000231265],"genre_scores_gemma":[0.999413,0.00004143369,0.00001987,0.00001785697,0.00000701712,0.000007086752,0.0003041856,9.755261e-7,0.0001885783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01384047,"threshold_uncertainty_score":0.02751982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391732722160866,"score_gpt":0.2021514162456331,"score_spread":0.1882340890240244,"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."}}