{"id":"W4403701522","doi":"10.1097/mao.0000000000004359","title":"Association Between Social Determinants of Health and Hearing Loss and Hearing Intervention in Older US Adults","year":2024,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Ottawa; Dalhousie University","funders":"","keywords":"Medicine; Hearing loss; National Health and Nutrition Examination Survey; Population; Audiometry; Odds ratio; Demography; National Health Interview Survey; Gerontology; Cross-sectional study; Logistic regression; Psychological intervention; Audiology; Environmental health","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":[0.0005496161,0.0002243586,0.0002127129,0.0008070894,0.0002050837,0.0003304434,0.0001988042,0.000298442,0.001008779],"category_scores_gemma":[0.002277642,0.0001271611,0.0003933218,0.0005970385,0.0001574633,0.0002416681,0.0004362681,0.0003217744,0.0001254589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188708,"about_ca_system_score_gemma":0.0002972202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090428,"about_ca_topic_score_gemma":0.01479616,"domain_scores_codex":[0.9995846,0.0001047541,0.00006472811,0.00005260106,0.0001300483,0.00006327755],"domain_scores_gemma":[0.9988515,0.000129613,0.0006997745,0.00003945117,0.0001521687,0.0001273725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003371313,0.00004350825,0.9979133,0.00001747319,0.00006340999,0.00001317864,0.00002614832,0.00002078357,0.00005032713,0.000006367944,0.0001069358,0.001704837],"study_design_scores_gemma":[0.000002920519,0.00003388749,0.9997106,0.000007195575,0.00001468365,0.00003490259,0.0000478866,0.00005229455,0.00001306296,0.000007566196,0.00007417125,8.840968e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996872,0.0009932553,0.00008306132,0.0001629377,0.000009318432,0.00002372056,0.0009395871,0.000007062421,0.000909095],"genre_scores_gemma":[0.9991033,0.0002357079,0.00007787199,0.00004843831,0.00001590816,0.00001646146,0.0003694921,9.190696e-7,0.0001319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090428,"threshold_uncertainty_score":0.02168161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04111009530914477,"score_gpt":0.3528418114995118,"score_spread":0.311731716190367,"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."}}