{"id":"W4200619263","doi":"10.5152/iao.2021.21169","title":"Combined Amplification and Sound Therapy for Individuals With Tinnitus and Coexisting Hearing Loss: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"The Journal of International Advanced Otology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Tinnitus; Medicine; Hearing loss; Audiology; Residual; Retrospective cohort study; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007033661,0.0001170352,0.0002485334,0.00009288894,0.0001897989,0.0000648042,0.0002066594,0.00003443286,0.00001090898],"category_scores_gemma":[0.001463357,0.00008492571,0.00002289969,0.0001288909,0.0002102423,0.0001348572,0.0000880397,0.0002449895,7.274612e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006683749,"about_ca_system_score_gemma":0.00005923003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006642606,"about_ca_topic_score_gemma":0.00001749548,"domain_scores_codex":[0.9987337,0.0001910226,0.0003702216,0.0002252898,0.0003179544,0.0001618241],"domain_scores_gemma":[0.9980056,0.0008330542,0.0004642635,0.0001395111,0.0005061259,0.0000514294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007067772,0.0001925612,0.9473622,0.000005885033,0.000107567,0.00002894248,0.001424699,0.0002745512,0.04643146,0.002094331,0.000009253187,0.001361706],"study_design_scores_gemma":[0.003893347,0.001466746,0.9626995,0.00003807422,0.000044718,0.001545623,0.001037219,0.000397463,0.01941138,0.008747118,0.0005731917,0.0001455754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916918,0.0001344843,0.006349429,0.0009598467,0.0001920087,0.0004882568,0.00000815473,0.00001015807,0.0001659131],"genre_scores_gemma":[0.9958279,0.0002871819,0.00333823,0.0003548329,0.00007786175,0.00001788911,0.000001360625,0.00001665222,0.00007809124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02702008,"threshold_uncertainty_score":0.346317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097178039879421,"score_gpt":0.3352665872630472,"score_spread":0.294294806864253,"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."}}