{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01406621,0.003233769,0.01361922,0.004047147,0.000398174,0.002467989,0.002177028,0.001534403,0.003829716],"category_scores_gemma":[0.0240079,0.001138065,0.04456215,0.004567677,0.0004033746,0.00121391,0.00120646,0.001494418,0.0003309141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556978,"about_ca_system_score_gemma":0.002482844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005369412,"about_ca_topic_score_gemma":0.00858415,"domain_scores_codex":[0.9932739,0.004150365,0.001347046,0.0005277166,0.0005321209,0.0001689702],"domain_scores_gemma":[0.9827127,0.01450373,0.001309096,0.0005424495,0.0007992754,0.0001326038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002347111,0.00005442976,0.0030497,0.2314535,0.7335553,0.0001431929,0.00006516023,0.001541388,0.0002946893,0.0002540364,0.0006676838,0.02657389],"study_design_scores_gemma":[0.0005371633,0.0002624895,0.002225416,0.01143727,0.9823814,0.00008740762,0.00002855775,0.0006205546,0.0001174869,0.0003867895,0.001892947,0.00002242599],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004184065,0.9928573,0.001799553,0.0002412331,0.0001222291,0.0001939306,0.0003225578,0.00004009822,0.0002389057],"genre_scores_gemma":[0.168818,0.8228403,0.005520714,0.0005387882,0.0002013748,0.000862661,0.0007657526,0.0000475636,0.0004047699],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01406621,"threshold_uncertainty_score":0.07439017,"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."}}