{"id":"W4315705410","doi":"10.2196/38986","title":"The Treatment Outcome of Smart Device–Based Tinnitus Retraining Therapy: Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Science and ICT, South Korea; Korea Health Industry Development Institute; Seoul National University; National Research Foundation","keywords":"Tinnitus; Medicine; Audiology; Visual analogue scale; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107238,0.0003381566,0.0006633158,0.0005119226,0.0005613746,0.0006707339,0.0003379202,0.0007377175,0.001940888],"category_scores_gemma":[0.001800429,0.0003434785,0.001148611,0.0007223633,0.0003123733,0.0006284713,0.0004798085,0.0007149465,0.0004726803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983428,"about_ca_system_score_gemma":0.0003859125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093488,"about_ca_topic_score_gemma":0.001837588,"domain_scores_codex":[0.9990701,0.0002191937,0.0001258228,0.0002294877,0.0002090053,0.0001464863],"domain_scores_gemma":[0.9989586,0.0001877201,0.0003993982,0.0001262007,0.0001588001,0.0001692183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003235191,0.0009224141,0.9905102,0.00005669293,0.0004181742,0.0002064073,0.0003218039,0.00004506508,0.0006115108,0.0000238679,0.0001437247,0.003504986],"study_design_scores_gemma":[0.0002526258,0.003495398,0.9946077,0.0000189459,0.0002481642,0.0002884829,0.0004902479,0.0001559342,0.0000791796,0.00002361738,0.0003224256,0.00001724483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993871,0.0001954008,0.00005371724,0.00001140914,0.000006897157,0.00004395908,0.0001381274,0.000001273285,0.0001620078],"genre_scores_gemma":[0.9992024,0.0001258038,0.00005574311,0.00004390211,0.00001443225,0.00007116773,0.0003014606,0.000002292127,0.0001828282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002093488,"threshold_uncertainty_score":0.006492853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638407143283588,"score_gpt":0.4278018991331717,"score_spread":0.2639611848048128,"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."}}