{"id":"W4220734425","doi":"10.1007/s00405-022-07362-2","title":"Tinnitus, sound intolerance, and mental health: the role of long-term occupational noise exposure","year":2022,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Tinnitus; Hyperacusis; Audiology; Loudness; Hearing loss; Medicine; Anxiety; Depression (economics); Psychology; Psychiatry","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":[0.0006794762,0.0004149327,0.0004383914,0.0009198862,0.0006393032,0.001347033,0.000475022,0.00109801,0.002551342],"category_scores_gemma":[0.002439807,0.0002123076,0.0007038842,0.0009378681,0.0008821826,0.0008179885,0.0009089871,0.0008832715,0.0001793813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354428,"about_ca_system_score_gemma":0.0007726269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008543551,"about_ca_topic_score_gemma":0.01285472,"domain_scores_codex":[0.9994965,0.0001959135,0.00004533485,0.00008377244,0.00009192577,0.00008661641],"domain_scores_gemma":[0.9983346,0.0005722838,0.0004034567,0.00009541876,0.0001571595,0.0004370437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004403037,0.0003046867,0.982541,0.00004762571,0.0003262062,0.001024467,0.0003704462,0.0001220913,0.0007784537,0.0001491373,0.0001866949,0.01370883],"study_design_scores_gemma":[0.000003344685,0.00007826044,0.99866,0.000018869,0.00007777548,0.0003966803,0.0003322086,0.00008039546,0.00003216695,0.0001036893,0.0002086953,0.000007865764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825513,0.01333916,0.0002841409,0.00095499,0.00009032765,0.000007577762,0.0001964325,0.000008891839,0.002567247],"genre_scores_gemma":[0.9968902,0.002041379,0.0001045637,0.0001196324,0.0001484305,0.000006322755,0.00007607729,0.00000279729,0.0006105647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008543551,"threshold_uncertainty_score":0.01698762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185206519432114,"score_gpt":0.2670488513224944,"score_spread":0.2451967861281732,"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."}}