{"id":"W4362601157","doi":"10.1097/aud.0000000000001354","title":"Asymmetric Hearing Loss in Adult Cochlear Implant Recipients: Results and Recommendations From a Multisite Prospective Clinical Trial","year":2023,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; York University","keywords":"Medicine; Hearing loss; Audiology; Cochlear implant; Hearing aid; Candidacy; Speech perception; Implant; Audiometry; Otorhinolaryngology; Surgery; Psychology; Perception","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008584065,0.0001159966,0.000245996,0.0002894641,0.0002459559,0.0001105387,0.00006916374,0.0001106896,0.000004239862],"category_scores_gemma":[0.003908087,0.0001069424,0.00004504004,0.000673176,0.00009555988,0.0001998474,0.0001603215,0.000392531,0.00004538441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004473809,"about_ca_system_score_gemma":0.00002248518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559879,"about_ca_topic_score_gemma":0.0001516195,"domain_scores_codex":[0.9981506,0.0002301505,0.0005259813,0.0006192231,0.00017937,0.0002946053],"domain_scores_gemma":[0.9980296,0.001563548,0.00007429162,0.0001734897,0.00003354115,0.000125542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01207993,0.0004761164,0.8195958,0.00006524786,0.00002569281,0.0001204938,0.007458904,0.00005970413,0.01159448,0.001774148,0.0006752063,0.1460743],"study_design_scores_gemma":[0.01404726,0.0003956904,0.9807546,0.00015675,0.000005410348,0.00000711214,0.0002577342,0.002922313,0.0004303662,0.0005610124,0.0003185212,0.0001432789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997232,0.00001914415,0.00002407103,0.00116707,0.0005872288,0.0005094655,0.00004900383,0.00009435085,0.0003176768],"genre_scores_gemma":[0.9983895,0.0005048917,0.000618949,0.0001318489,0.0001729688,0.00002600262,0.00001076259,0.00001601317,0.0001289927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611588,"threshold_uncertainty_score":0.4678628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09680526807973552,"score_gpt":0.3888465433351138,"score_spread":0.2920412752553783,"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."}}