{"id":"W4399781842","doi":"10.3390/audiolres14030044","title":"A New Perspective to Interpret How the Vestibular Efferent System Correlates the Complexity of Routine Balance Maintenance with Management of Emergency Fall Prevention Strategies","year":2024,"lang":"en","type":"article","venue":"Audiology Research","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Efferent; Vestibular system; Efferent Neuron; Neuroscience; Afferent; Balance (ability); Dynamic balance; Sensory system; Inner ear; Computer science; Psychology; Physics","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":[0.0008076748,0.0001376356,0.000220605,0.00009137063,0.0001678314,0.00004447362,0.0006906885,0.00004560848,0.00002879332],"category_scores_gemma":[0.0002127508,0.000070802,0.00005578348,0.0006780268,0.000835866,0.00008821211,0.0002632319,0.0003988262,0.00002752611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007712501,"about_ca_system_score_gemma":0.0001350269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001863421,"about_ca_topic_score_gemma":0.0001235951,"domain_scores_codex":[0.9977704,0.0008161751,0.0002093106,0.0004321172,0.0004076343,0.0003644071],"domain_scores_gemma":[0.9989566,0.0003322438,0.00006105299,0.0004375916,0.0001594895,0.00005301114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005176736,0.0001094182,0.00337663,0.0008614726,0.0002963675,0.00008798768,0.006427192,0.004620589,0.02714106,0.9404206,0.01500301,0.00113795],"study_design_scores_gemma":[0.004408266,0.0233018,0.1797688,0.01559781,0.0007179349,0.0005981178,0.3036487,0.06831611,0.05404887,0.3414666,0.00609995,0.002026991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8538356,0.002695342,0.1116863,0.02005323,0.001173758,0.002810769,0.00005208798,0.0001266212,0.0075663],"genre_scores_gemma":[0.9980557,0.0001911802,0.0001161612,0.00001348594,0.00005116719,0.00007808294,0.000001684338,0.00001368187,0.001478852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.598954,"threshold_uncertainty_score":0.3079783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09012796196405622,"score_gpt":0.368862254229959,"score_spread":0.2787342922659028,"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."}}