{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006304495,0.0008505337,0.001484328,0.002806597,0.0002935555,0.0008725654,0.0008531042,0.001068307,0.003431515],"category_scores_gemma":[0.001867038,0.0002627594,0.001155103,0.001833052,0.0003309099,0.001072738,0.0005068011,0.001022619,0.0006422776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000454904,"about_ca_system_score_gemma":0.00136517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132887,"about_ca_topic_score_gemma":0.003242684,"domain_scores_codex":[0.9997142,0.00004870563,0.00008056696,0.0000412611,0.00009758891,0.00001768888],"domain_scores_gemma":[0.9990658,0.0006709997,0.0001054719,0.00001276647,0.0001209467,0.00002390745],"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":[0.00009396487,0.00006683447,0.0002405296,0.09052088,0.0003039643,0.0002151936,0.00008821133,0.0002408269,0.0007300169,0.001104436,0.01585775,0.8905373],"study_design_scores_gemma":[0.00005316253,0.0003197001,0.002981486,0.06926735,0.001674811,0.004366382,0.0002076137,0.0001619992,0.0006251303,0.001940434,0.9183525,0.00004941922],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007614452,0.9994484,0.00003068017,0.00009912988,0.00006393546,0.000003395562,0.00001284428,0.000002104945,0.0002634446],"genre_scores_gemma":[0.0004408498,0.9992188,0.00007531415,0.00009324513,0.00005985312,0.00000424993,0.00001443127,5.631367e-7,0.00009256512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003431515,"threshold_uncertainty_score":0.01147962,"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."}}