{"id":"W4293091538","doi":"10.1097/moo.0000000000000824","title":"Hidden hearing loss: current concepts","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Otolaryngology & Head & Neck Surgery","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Audiology; Hearing loss; Current (fluid)","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001876115,0.001557949,0.004619732,0.00200036,0.0005595631,0.0001667528,0.001791826,0.000761554,0.001315603],"category_scores_gemma":[0.003631499,0.001690016,0.001559486,0.002573347,0.0007016413,0.0003269608,0.002099825,0.005219663,0.0009999839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003992,"about_ca_system_score_gemma":0.002654191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004422164,"about_ca_topic_score_gemma":0.000006141428,"domain_scores_codex":[0.9860537,0.003870392,0.00342691,0.003067011,0.00124208,0.002339905],"domain_scores_gemma":[0.9901927,0.005674003,0.001450797,0.00200158,0.00008074332,0.0006002459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002978029,0.0007139372,0.006187415,0.02972006,0.0000304604,0.0001387289,0.0001936261,0.000005506783,0.000005431987,0.0004638119,0.01365042,0.9488608],"study_design_scores_gemma":[0.0003559754,0.00007241697,0.001081096,0.0202363,0.00008234988,0.000606873,0.000008868169,0.0000343202,0.000008950133,0.00008077009,0.9760848,0.001347294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004619357,0.9436492,0.00001879666,0.00009842859,0.04857716,0.002266321,0.0001865233,0.0003653191,0.0002188852],"genre_scores_gemma":[0.0002903734,0.9954741,0.00003620315,0.0001217784,0.001857766,0.001320263,0.0005339831,0.0002971555,0.00006835371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9624344,"threshold_uncertainty_score":0.9997779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2491234588366675,"score_gpt":0.4307769463535344,"score_spread":0.1816534875168669,"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."}}