{"id":"W4411722452","doi":"10.1007/s11357-025-01742-2","title":"International Consortium on Ageing-Related Pathologies (ICCARP) Audiovestibular Group: fostering international consensus to refine International Classification of Diseases (ICD-11) codes for hearing loss across the life course","year":2025,"lang":"en","type":"review","venue":"GeroScience","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"NIHR Nottingham Biomedical Research Centre; Biotechnology and Biological Sciences Research Council; Medical Research Council; Manchester Biomedical Research Centre","keywords":"Hearing loss; Audiology; Ageing; Consensus conference; Medicine; Psychology; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001271599,0.00058149,0.0009580873,0.0004108207,0.0005105171,0.0004905899,0.00320756,0.0002709954,0.00002583551],"category_scores_gemma":[0.01529943,0.0004826961,0.0003992492,0.000820672,0.001294189,0.0001807154,0.001789572,0.0004967299,0.0000312534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172331,"about_ca_system_score_gemma":0.0005934805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002573327,"about_ca_topic_score_gemma":0.00001652049,"domain_scores_codex":[0.994682,0.0003397464,0.001486728,0.001537384,0.001259721,0.000694428],"domain_scores_gemma":[0.9946731,0.002574989,0.001137343,0.0009701932,0.0004168825,0.0002274359],"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":[0.0004577501,0.001334253,0.002155873,0.005019115,0.0004266583,0.0002665673,0.001481263,0.004615161,0.04141918,0.02252571,0.003675506,0.9166229],"study_design_scores_gemma":[0.001396298,0.0004603282,0.01142424,0.01275229,0.0005234013,0.0002315059,0.0003846464,0.006187237,0.002039545,0.0005711176,0.9624428,0.001586556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1707155,0.5890415,0.04533179,0.03450606,0.091084,0.02390732,0.03201062,0.002670977,0.01073225],"genre_scores_gemma":[0.4032514,0.5832855,0.003626144,0.002290622,0.0008681926,0.001282491,0.0004304821,0.0002019719,0.004763225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9587674,"threshold_uncertainty_score":0.9997625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418443190238077,"score_gpt":0.4043198423606867,"score_spread":0.262475523336879,"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."}}