{"id":"W2324062156","doi":"10.1097/aud.0000000000000267","title":"Is Hearing Loss Associated with Poorer Health in Older Adults Who Might Benefit from Hearing Screening?","year":2016,"lang":"en","type":"article","venue":"Ear and Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; University of Toronto; Baycrest Hospital; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Hearing loss; Medicine; Audiology; Mental health; Population; Social isolation; Confounding; Audiometry; Hearing aid; Odds ratio; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004338925,0.0002294007,0.0003868798,0.0001787681,0.0003332682,0.0001159209,0.0001302003,0.0001278725,0.0000705071],"category_scores_gemma":[0.0002343301,0.0001632493,0.00005865374,0.0003111408,0.0001250302,0.0003613741,0.0001303152,0.0003033537,0.00002080994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304007,"about_ca_system_score_gemma":0.00005494375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005423269,"about_ca_topic_score_gemma":0.0004265035,"domain_scores_codex":[0.9977468,0.000111854,0.0003874687,0.0007671569,0.0003355917,0.0006510876],"domain_scores_gemma":[0.9989202,0.0004205338,0.0001106346,0.0002778622,0.00003995954,0.0002307953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700395,0.0001383788,0.9361941,0.00006940459,0.00001666068,0.00002524843,0.007781315,0.00004277168,0.01537822,0.0003648084,0.00006757365,0.03975152],"study_design_scores_gemma":[0.001853548,0.0001522221,0.9899569,0.002611439,0.000004051668,0.000006768217,0.0001222823,0.0007158886,0.003923167,0.0002684769,0.0001294924,0.0002557276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936178,0.0001523021,0.0003108352,0.005144112,0.00008641354,0.0003289403,0.00002425232,0.0001014841,0.0002338345],"genre_scores_gemma":[0.9976571,0.00008944128,0.000535821,0.001161971,0.00008274054,0.00001321978,0.00000255964,0.00004532785,0.0004118226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05376288,"threshold_uncertainty_score":0.8198397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982443797889817,"score_gpt":0.2744611370032208,"score_spread":0.2446366990243226,"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."}}