{"id":"W4206974696","doi":"10.1615/jlongtermeffmedimplants.2022040056","title":"The Effects of Vestibular Implants and Other Existing Treatment Options of Individuals with Bilateral Vestibular Hypofunction: A Review","year":2022,"lang":"en","type":"review","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vestibular system; Medicine; Quality of life (healthcare); Vestibular disorders; Balance (ability); Vertigo; Balance problems; Audiology; Population; Physical medicine and rehabilitation; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001518941,0.0006123215,0.002948551,0.0003156213,0.0002439923,0.00004040948,0.0009505157,0.0002722147,0.00006023356],"category_scores_gemma":[0.004224083,0.0003339613,0.000339562,0.0004622469,0.0006520562,0.0001482297,0.0002174649,0.0008172111,0.00000238267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008660456,"about_ca_system_score_gemma":0.0007300602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001555048,"about_ca_topic_score_gemma":0.000003180077,"domain_scores_codex":[0.9935323,0.00163962,0.001817807,0.0004341265,0.002105523,0.0004706251],"domain_scores_gemma":[0.9880092,0.00755103,0.003451535,0.0005032648,0.00007130165,0.000413691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001310539,0.0009074776,0.001124241,0.160756,0.001290434,0.003999951,0.0001672039,0.00002055965,0.000578723,0.00003715738,0.0006529982,0.8303342],"study_design_scores_gemma":[0.008113608,0.02610032,0.001425168,0.6260698,0.01399384,0.05825193,0.00001965305,0.00002203479,0.00332937,0.00008997753,0.2611182,0.001466167],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02375959,0.9733177,0.0000893117,0.00005655805,0.00109297,0.001540422,0.0001139019,0.00001281899,0.00001668598],"genre_scores_gemma":[0.002853845,0.9965804,0.00005171784,0.000110562,0.0002326348,0.00006792675,0.00001538027,0.00006510481,0.0000224373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8288681,"threshold_uncertainty_score":0.9999112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05310545799160248,"score_gpt":0.3584660172796221,"score_spread":0.3053605592880196,"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."}}