{"id":"W4399982826","doi":"10.1177/08982643241263879","title":"Visualizing Worldwide Prevalence of Age-Related Dual Sensory Loss","year":2024,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Digital subscriber line; Life expectancy; Standardization; Gerontology; Quality of life (healthcare); Medicine; Environmental health; Demography; Population; Computer science; Telecommunications; Nursing","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":[0.0006987386,0.00007804024,0.0001912333,0.0001757729,0.0001001313,0.00004313206,0.00007205986,0.00002513273,0.00001531833],"category_scores_gemma":[0.00009314131,0.00006378147,0.00005848681,0.0001872648,0.0001083277,0.0001634249,0.00002085906,0.0003087797,0.000003565547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003093597,"about_ca_system_score_gemma":0.0001925442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001225396,"about_ca_topic_score_gemma":0.000001815384,"domain_scores_codex":[0.9989007,0.0001263941,0.000419813,0.0001357276,0.0002385614,0.0001788523],"domain_scores_gemma":[0.9994218,0.0001413825,0.0002308301,0.0000645402,0.00002466614,0.0001167363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002928067,0.001269811,0.09768985,0.03810137,0.0003724925,0.01235198,0.07956871,0.01836428,0.4233228,0.02679233,0.05269024,0.2491833],"study_design_scores_gemma":[0.01397463,0.01280068,0.3091722,0.09175589,0.001132472,0.04107341,0.00919071,0.04936264,0.2851886,0.04552267,0.1362679,0.00455818],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818298,0.01018282,0.0004707472,0.005918841,0.001196943,0.00007062404,0.000007017383,0.00003620714,0.0002870467],"genre_scores_gemma":[0.9958116,0.002862543,0.0001534254,0.0004607359,0.0001452467,1.723577e-7,1.108324e-7,0.00001071208,0.0005554716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2446251,"threshold_uncertainty_score":0.2600933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688282523580317,"score_gpt":0.3571979593853158,"score_spread":0.3103151341495126,"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."}}