{"id":"W3109407388","doi":"10.1016/j.brs.2020.11.014","title":"Non-invasive neuromodulation for tinnitus: A meta-analysis and modeling studies","year":2020,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Neuromodulation; Tinnitus; Medicine; Meta-analysis; Audiology; Neuroscience; Psychology; Internal medicine; Stimulation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005447511,0.0005907102,0.003028032,0.0006026449,0.0003008967,0.0001641608,0.0002534305,0.0002515244,0.00001344013],"category_scores_gemma":[0.006757829,0.0005221091,0.001433374,0.001485938,0.00007241264,0.0001843166,0.0002226509,0.0002803903,0.000024401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009470651,"about_ca_system_score_gemma":0.0001769304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001021343,"about_ca_topic_score_gemma":0.00001574145,"domain_scores_codex":[0.9963734,0.0004101259,0.001084944,0.001305295,0.0004669553,0.0003593159],"domain_scores_gemma":[0.9951302,0.003307642,0.0006763197,0.0005206226,0.0002264546,0.0001387811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005236737,0.0001106698,0.0000136876,0.02252955,0.04882212,0.00004253913,0.002566834,0.414106,0.0006680765,0.0004048441,0.0004244076,0.5102589],"study_design_scores_gemma":[0.0003002708,0.0001230546,0.000007312832,0.0002728131,0.1944618,0.00001054333,0.00002467504,0.7170256,0.00005524553,0.0005473937,0.08648203,0.000689277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002820794,0.9119668,0.08397066,0.0003455566,0.00013898,0.002991601,0.0001313917,0.0001338538,0.00003906409],"genre_scores_gemma":[0.01285378,0.9804343,0.004927753,0.0005755901,0.0002880826,0.0004002569,0.000154569,0.0001389832,0.0002266689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5095696,"threshold_uncertainty_score":0.9997231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4905704939302838,"score_gpt":0.4514244294590282,"score_spread":0.03914606447125557,"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."}}